lyche-numerical-linear-algebra: formula evidence

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4597 rows

Inline formulas (first occurrence) (4597)

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IdentifierPageConf.LaTeX sourceRenderedImage
lyche-numerical-linear-algebra_FO000171.000\boldsymbol{A}lyche-numerical-linear-algebra_FO0001
lyche-numerical-linear-algebra_FO000271.000\boldsymbol{b}lyche-numerical-linear-algebra_FO0002
lyche-numerical-linear-algebra_FO000370.993\boldsymbol{x}lyche-numerical-linear-algebra_FO0003
lyche-numerical-linear-algebra_FO000470.993\boldsymbol{A} \boldsymbol{x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO0004
lyche-numerical-linear-algebra_FO000571.000\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}lyche-numerical-linear-algebra_FO0005
lyche-numerical-linear-algebra_FO000671.000\lambdalyche-numerical-linear-algebra_FO0006
lyche-numerical-linear-algebra_FO000770.997\boldsymbol{A} \boldsymbol{x}=\lambda \boldsymbol{x}lyche-numerical-linear-algebra_FO0007
lyche-numerical-linear-algebra_FO0008211.000\mathbb{R}^{n}lyche-numerical-linear-algebra_FO0008
lyche-numerical-linear-algebra_FO0009211.000\mathbb{C}^{n}lyche-numerical-linear-algebra_FO0009
lyche-numerical-linear-algebra_FO00101790.987\boldsymbol{A}^{*} \boldsymbol{A}, \boldsymbol{A} \boldsymbol{A}^{*}lyche-numerical-linear-algebra_FO0010
lyche-numerical-linear-algebra_FO0011261.000plyche-numerical-linear-algebra_FO0011
lyche-numerical-linear-algebra_FO00122671.000\omegalyche-numerical-linear-algebra_FO0012
lyche-numerical-linear-algebra_FO00133351.000\lambda_{m}lyche-numerical-linear-algebra_FO0013
lyche-numerical-linear-algebra_FO0014431.000Tlyche-numerical-linear-algebra_FO0014
lyche-numerical-linear-algebra_FO0020491.000f(x)=x^{4}lyche-numerical-linear-algebra_FO0020
lyche-numerical-linear-algebra_FO00241201.000\boldsymbol{v}_{1}lyche-numerical-linear-algebra_FO0024
lyche-numerical-linear-algebra_FO0026271.000clyche-numerical-linear-algebra_FO0026
lyche-numerical-linear-algebra_FO0029281.000\mathcal{S}lyche-numerical-linear-algebra_FO0029
lyche-numerical-linear-algebra_FO0030281.000\mathcal{T}lyche-numerical-linear-algebra_FO0030
lyche-numerical-linear-algebra_FO00332511.000n=100lyche-numerical-linear-algebra_FO0033
lyche-numerical-linear-algebra_FO00382771.000n=2500lyche-numerical-linear-algebra_FO0038
lyche-numerical-linear-algebra_FO00392920.996Q(x, y)lyche-numerical-linear-algebra_FO0039
lyche-numerical-linear-algebra_FO00402911.000Qlyche-numerical-linear-algebra_FO0040
lyche-numerical-linear-algebra_FO00413011.000\boldsymbol{x}-\boldsymbol{x}_{0}lyche-numerical-linear-algebra_FO0041
lyche-numerical-linear-algebra_FO00423011.000\mathbb{W}_{k}lyche-numerical-linear-algebra_FO0042
lyche-numerical-linear-algebra_FO0044511.000\mu_{1}lyche-numerical-linear-algebra_FO0044
lyche-numerical-linear-algebra_FO00473280.989R_{i}lyche-numerical-linear-algebra_FO0047
lyche-numerical-linear-algebra_FO00482681.000k_{n}lyche-numerical-linear-algebra_FO0048
lyche-numerical-linear-algebra_FO0049211.000nlyche-numerical-linear-algebra_FO0049
lyche-numerical-linear-algebra_FO00502681.00010^{-8}lyche-numerical-linear-algebra_FO0050
lyche-numerical-linear-algebra_FO0053971.000Klyche-numerical-linear-algebra_FO0053
lyche-numerical-linear-algebra_FO0056211.000\mathbb{N}, \mathbb{Z}, \mathbb{Q}, \mathbb{R}, \mathbb{C}lyche-numerical-linear-algebra_FO0056
lyche-numerical-linear-algebra_FO0057211.000v:=elyche-numerical-linear-algebra_FO0057
lyche-numerical-linear-algebra_FO0058211.000vlyche-numerical-linear-algebra_FO0058
lyche-numerical-linear-algebra_FO0059211.000elyche-numerical-linear-algebra_FO0059
lyche-numerical-linear-algebra_FO0060211.000\boldsymbol{x} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO0060
lyche-numerical-linear-algebra_FO0061211.000x_{i} \in \mathbb{R}lyche-numerical-linear-algebra_FO0061
lyche-numerical-linear-algebra_FO0062211.000i=1, \ldots, nlyche-numerical-linear-algebra_FO0062
lyche-numerical-linear-algebra_FO0063211.000\boldsymbol{x}^{T}lyche-numerical-linear-algebra_FO0063
lyche-numerical-linear-algebra_FO0064221.000\mathbb{R}^{m \times n}lyche-numerical-linear-algebra_FO0064
lyche-numerical-linear-algebra_FO0065221.000mlyche-numerical-linear-algebra_FO0065
lyche-numerical-linear-algebra_FO0066220.998ilyche-numerical-linear-algebra_FO0066
lyche-numerical-linear-algebra_FO0067220.998jlyche-numerical-linear-algebra_FO0067
lyche-numerical-linear-algebra_FO0068220.998a_{i, j}, a_{i j}lyche-numerical-linear-algebra_FO0068
lyche-numerical-linear-algebra_FO0069221.000\boldsymbol{A}(i, j)lyche-numerical-linear-algebra_FO0069
lyche-numerical-linear-algebra_FO0070221.000(\boldsymbol{A})_{i, j}lyche-numerical-linear-algebra_FO0070
lyche-numerical-linear-algebra_FO0071221.000\boldsymbol{a}_{: j}lyche-numerical-linear-algebra_FO0071
lyche-numerical-linear-algebra_FO0072221.000\boldsymbol{a}_{i:}^{T}lyche-numerical-linear-algebra_FO0072
lyche-numerical-linear-algebra_FO0073221.000\boldsymbol{a}_{j}lyche-numerical-linear-algebra_FO0073
lyche-numerical-linear-algebra_FO0074221.000\boldsymbol{a}_{i}^{T}lyche-numerical-linear-algebra_FO0074
lyche-numerical-linear-algebra_FO0075221.000m=1lyche-numerical-linear-algebra_FO0075
lyche-numerical-linear-algebra_FO0076221.000n=1lyche-numerical-linear-algebra_FO0076
lyche-numerical-linear-algebra_FO0077221.000m=nlyche-numerical-linear-algebra_FO0077
lyche-numerical-linear-algebra_FO0078220.999\boldsymbol{A}, \boldsymbol{B}, \boldsymbol{C}, \cdotslyche-numerical-linear-algebra_FO0078
lyche-numerical-linear-algebra_FO0079221.000\boldsymbol{x}, \boldsymbol{y}, \boldsymbol{z}, \cdotslyche-numerical-linear-algebra_FO0079
lyche-numerical-linear-algebra_FO0080221.000x=a+i blyche-numerical-linear-algebra_FO0080
lyche-numerical-linear-algebra_FO0081221.000a, blyche-numerical-linear-algebra_FO0081
lyche-numerical-linear-algebra_FO0082221.000i^{2}=-1lyche-numerical-linear-algebra_FO0082
lyche-numerical-linear-algebra_FO0083221.000\mathbb{C}lyche-numerical-linear-algebra_FO0083
lyche-numerical-linear-algebra_FO0084221.000a=\operatorname{Re} xlyche-numerical-linear-algebra_FO0084
lyche-numerical-linear-algebra_FO0085221.000b=\operatorname{Im} xlyche-numerical-linear-algebra_FO0085
lyche-numerical-linear-algebra_FO0086221.000xlyche-numerical-linear-algebra_FO0086
lyche-numerical-linear-algebra_FO0087221.000\bar{x}:=a-i blyche-numerical-linear-algebra_FO0087
lyche-numerical-linear-algebra_FO0088221.000|x|:=\sqrt{\bar{x} x}=\sqrt{a^{2}+b^{2}}lyche-numerical-linear-algebra_FO0088
lyche-numerical-linear-algebra_FO0089231.000e^{x+y}=e^{x} e^{y}lyche-numerical-linear-algebra_FO0089
lyche-numerical-linear-algebra_FO0090231.000x, y \in \mathbb{C}lyche-numerical-linear-algebra_FO0090
lyche-numerical-linear-algebra_FO0091231.000\boldsymbol{A} \in \mathbb{C}^{m \times n}lyche-numerical-linear-algebra_FO0091
lyche-numerical-linear-algebra_FO0092231.000\boldsymbol{x} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO0092
lyche-numerical-linear-algebra_FO0093231.000\boldsymbol{x}^{*}:=\overline{\boldsymbol{x}}^{T}=\left[\bar{x}_{1}, \ldots, \bar{x}_{n}\right]lyche-numerical-linear-algebra_FO0093
lyche-numerical-linear-algebra_FO0094230.809x^{*}=x^{T}lyche-numerical-linear-algebra_FO0094
lyche-numerical-linear-algebra_FO0095231.000\boldsymbol{x}, \boldsymbol{y} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO0095
lyche-numerical-linear-algebra_FO0096231.000a \in \mathbb{C}lyche-numerical-linear-algebra_FO0096
lyche-numerical-linear-algebra_FO0097231.000\boldsymbol{C}:=\boldsymbol{A}+\boldsymbol{B}lyche-numerical-linear-algebra_FO0097
lyche-numerical-linear-algebra_FO0098231.000\boldsymbol{A}, \boldsymbol{B}, \boldsymbol{C}lyche-numerical-linear-algebra_FO0098
lyche-numerical-linear-algebra_FO0099231.000c_{i j}:=a_{i j}+b_{i j}lyche-numerical-linear-algebra_FO0099
lyche-numerical-linear-algebra_FO0100231.000i, jlyche-numerical-linear-algebra_FO0100
lyche-numerical-linear-algebra_FO0101231.000\boldsymbol{C}:=\alpha \boldsymbol{A}lyche-numerical-linear-algebra_FO0101
lyche-numerical-linear-algebra_FO0102231.000c_{i j}:=\alpha a_{i j}lyche-numerical-linear-algebra_FO0102
lyche-numerical-linear-algebra_FO0103231.000\boldsymbol{C}:=\boldsymbol{A} \boldsymbol{B}, \boldsymbol{C}=\boldsymbol{A} \cdot \boldsymbol{B}lyche-numerical-linear-algebra_FO0103
lyche-numerical-linear-algebra_FO0104231.000\boldsymbol{C}=\boldsymbol{A} * \boldsymbol{B}lyche-numerical-linear-algebra_FO0104
lyche-numerical-linear-algebra_FO0105231.000\boldsymbol{A} \inlyche-numerical-linear-algebra_FO0105
lyche-numerical-linear-algebra_FO0106231.000\mathbb{C}^{m \times p}, \boldsymbol{B} \in \mathbb{C}^{p \times n}, \boldsymbol{C} \in \mathbb{C}^{m \times n}lyche-numerical-linear-algebra_FO0106
lyche-numerical-linear-algebra_FO0107231.000c_{i j}:=\sum_{k=1}^{p} a_{i k} b_{k j}lyche-numerical-linear-algebra_FO0107
lyche-numerical-linear-algebra_FO0108231.000i=1, \ldots, mlyche-numerical-linear-algebra_FO0108
lyche-numerical-linear-algebra_FO0109231.000j=1, \ldots, nlyche-numerical-linear-algebra_FO0109
lyche-numerical-linear-algebra_FO0110231.000\boldsymbol{C}:=\boldsymbol{A} \times \boldsymbol{B}, \boldsymbol{D}:=\boldsymbol{A} / \boldsymbol{B}lyche-numerical-linear-algebra_FO0110
lyche-numerical-linear-algebra_FO0111231.000\boldsymbol{E}:=lyche-numerical-linear-algebra_FO0111
lyche-numerical-linear-algebra_FO0112231.000\boldsymbol{A} \wedge rlyche-numerical-linear-algebra_FO0112
lyche-numerical-linear-algebra_FO0113231.000c_{i j}:=a_{i j} b_{i j}, d_{i j}:=a_{i j} / b_{i j}lyche-numerical-linear-algebra_FO0113
lyche-numerical-linear-algebra_FO0114231.000e_{i j}:=a_{i j}^{r}lyche-numerical-linear-algebra_FO0114
lyche-numerical-linear-algebra_FO0115231.000rlyche-numerical-linear-algebra_FO0115
lyche-numerical-linear-algebra_FO0116231.000\boldsymbol{A} / \boldsymbol{B}lyche-numerical-linear-algebra_FO0116
lyche-numerical-linear-algebra_FO0117231.000\boldsymbol{B}lyche-numerical-linear-algebra_FO0117
lyche-numerical-linear-algebra_FO0118231.000\boldsymbol{C}=\boldsymbol{A} \times \boldsymbol{B}lyche-numerical-linear-algebra_FO0118
lyche-numerical-linear-algebra_FO0119231.000\boldsymbol{A} \in \mathbb{R}^{m \times n}lyche-numerical-linear-algebra_FO0119
lyche-numerical-linear-algebra_FO0120231.000\boldsymbol{A}^{T}lyche-numerical-linear-algebra_FO0120
lyche-numerical-linear-algebra_FO0121231.000\boldsymbol{A}^{*}lyche-numerical-linear-algebra_FO0121
lyche-numerical-linear-algebra_FO0122231.000n \times mlyche-numerical-linear-algebra_FO0122
lyche-numerical-linear-algebra_FO0123231.000a_{i j}^{T}:=a_{j i}lyche-numerical-linear-algebra_FO0123
lyche-numerical-linear-algebra_FO0124231.000a_{i j}^{*}:=\bar{a}_{j i}lyche-numerical-linear-algebra_FO0124
lyche-numerical-linear-algebra_FO0125231.000n, plyche-numerical-linear-algebra_FO0125
lyche-numerical-linear-algebra_FO0126231.000(\boldsymbol{A} \boldsymbol{B})^{T}=\boldsymbol{B}^{T} \boldsymbol{A}^{T}lyche-numerical-linear-algebra_FO0126
lyche-numerical-linear-algebra_FO0127231.000(\boldsymbol{A} \boldsymbol{B})^{*}=\boldsymbol{B}^{*} \boldsymbol{A}^{*}lyche-numerical-linear-algebra_FO0127
lyche-numerical-linear-algebra_FO0128231.000\boldsymbol{A} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO0128
lyche-numerical-linear-algebra_FO0129231.000\boldsymbol{A}^{T}=\boldsymbol{A}lyche-numerical-linear-algebra_FO0129
lyche-numerical-linear-algebra_FO0130231.000\boldsymbol{A}^{*}=\boldsymbol{A}lyche-numerical-linear-algebra_FO0130
lyche-numerical-linear-algebra_FO0131231.000\boldsymbol{I}_{n}=\boldsymbol{I}:=\left[\delta_{i j}\right]_{i, j=1}^{n}lyche-numerical-linear-algebra_FO0131
lyche-numerical-linear-algebra_FO0132231.000\boldsymbol{I}lyche-numerical-linear-algebra_FO0132
lyche-numerical-linear-algebra_FO0133231.000\boldsymbol{e}_{1}, \boldsymbol{e}_{2}, \ldots, \boldsymbol{e}_{n}lyche-numerical-linear-algebra_FO0133
lyche-numerical-linear-algebra_FO0134241.000\boldsymbol{A} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO0134
lyche-numerical-linear-algebra_FO0135241.000a_{i j}=0lyche-numerical-linear-algebra_FO0135
lyche-numerical-linear-algebra_FO0136241.000i \neq jlyche-numerical-linear-algebra_FO0136
lyche-numerical-linear-algebra_FO0137241.000i>jlyche-numerical-linear-algebra_FO0137
lyche-numerical-linear-algebra_FO0138241.000i<jlyche-numerical-linear-algebra_FO0138
lyche-numerical-linear-algebra_FO0139241.000i>j+1lyche-numerical-linear-algebra_FO0139
lyche-numerical-linear-algebra_FO0140241.000i<j+1lyche-numerical-linear-algebra_FO0140
lyche-numerical-linear-algebra_FO0141241.000|i-j|>1lyche-numerical-linear-algebra_FO0141
lyche-numerical-linear-algebra_FO0142240.999dlyche-numerical-linear-algebra_FO0142
lyche-numerical-linear-algebra_FO0143240.999|i-j|>dlyche-numerical-linear-algebra_FO0143
lyche-numerical-linear-algebra_FO0144241.000n \times nlyche-numerical-linear-algebra_FO0144
lyche-numerical-linear-algebra_FO0145241.000b_{i i}:=d_{i}lyche-numerical-linear-algebra_FO0145
lyche-numerical-linear-algebra_FO0146241.000i=1, \ldots, n, b_{i+1, i}:=a_{i}, b_{i, i+1}:=c_{i}lyche-numerical-linear-algebra_FO0146
lyche-numerical-linear-algebra_FO0147241.000i=1, \ldots, n-1lyche-numerical-linear-algebra_FO0147
lyche-numerical-linear-algebra_FO0148241.000b_{i j}:=0lyche-numerical-linear-algebra_FO0148
lyche-numerical-linear-algebra_FO0149241.0001 \leq i_{1}<i_{2}<\cdots<i_{r} \leq m, 1 \leq j_{1}<j_{2}<\cdots<lyche-numerical-linear-algebra_FO0149
lyche-numerical-linear-algebra_FO0150241.000j_{c} \leq nlyche-numerical-linear-algebra_FO0150
lyche-numerical-linear-algebra_FO0151241.000\boldsymbol{A}(\boldsymbol{i}, \boldsymbol{j}) \in \mathbb{C}^{r \times c}lyche-numerical-linear-algebra_FO0151
lyche-numerical-linear-algebra_FO0152241.000\boldsymbol{i}:=\left[i_{1}, \ldots, i_{r}\right]lyche-numerical-linear-algebra_FO0152
lyche-numerical-linear-algebra_FO0153241.000\boldsymbol{j}:=\left[j_{1}, \ldots, j_{c}\right]lyche-numerical-linear-algebra_FO0153
lyche-numerical-linear-algebra_FO0154251.000\mathbb{R}^{2}lyche-numerical-linear-algebra_FO0154
lyche-numerical-linear-algebra_FO0155251.000\mathbb{R}^{3}lyche-numerical-linear-algebra_FO0155
lyche-numerical-linear-algebra_FO0156251.000\mathcal{V}lyche-numerical-linear-algebra_FO0156
lyche-numerical-linear-algebra_FO0157251.000+: \mathcal{V} \times \mathcal{V} \longrightarrow \mathcal{V}lyche-numerical-linear-algebra_FO0157
lyche-numerical-linear-algebra_FO0158250.992\cdot: \mathbb{R} \times \mathcal{V} \longrightarrow \mathcal{V}lyche-numerical-linear-algebra_FO0158
lyche-numerical-linear-algebra_FO0159251.000\boldsymbol{u}, \boldsymbol{v}, \boldsymbol{w}lyche-numerical-linear-algebra_FO0159
lyche-numerical-linear-algebra_FO0160251.000c, dlyche-numerical-linear-algebra_FO0160
lyche-numerical-linear-algebra_FO0161251.000\mathbb{R}lyche-numerical-linear-algebra_FO0161
lyche-numerical-linear-algebra_FO0162251.000\boldsymbol{u}+\boldsymbol{v}lyche-numerical-linear-algebra_FO0162
lyche-numerical-linear-algebra_FO0163250.960\boldsymbol{u}+\boldsymbol{v}=\boldsymbol{v}+\boldsymbol{u}lyche-numerical-linear-algebra_FO0163
lyche-numerical-linear-algebra_FO0164250.994\boldsymbol{u}+(\boldsymbol{v}+\boldsymbol{w})=(\boldsymbol{u}+\boldsymbol{v})+\boldsymbol{w}lyche-numerical-linear-algebra_FO0164
lyche-numerical-linear-algebra_FO0165250.999\mathbf{0}lyche-numerical-linear-algebra_FO0165
lyche-numerical-linear-algebra_FO0166250.999\boldsymbol{u}+\mathbf{0}=\boldsymbol{u}lyche-numerical-linear-algebra_FO0166
lyche-numerical-linear-algebra_FO0167251.000\boldsymbol{u}lyche-numerical-linear-algebra_FO0167
lyche-numerical-linear-algebra_FO0168251.000-\boldsymbol{u}lyche-numerical-linear-algebra_FO0168
lyche-numerical-linear-algebra_FO0169251.000\boldsymbol{u}+(-\boldsymbol{u})=\mathbf{0}lyche-numerical-linear-algebra_FO0169
lyche-numerical-linear-algebra_FO0170251.000c \cdot \boldsymbol{u}lyche-numerical-linear-algebra_FO0170
lyche-numerical-linear-algebra_FO0171251.000c \cdot(\boldsymbol{u}+\boldsymbol{v})=c \cdot \boldsymbol{u}+c \cdot \boldsymbol{v}lyche-numerical-linear-algebra_FO0171
lyche-numerical-linear-algebra_FO0172251.000(c+d) \cdot \boldsymbol{u}=c \cdot \boldsymbol{u}+d \cdot \boldsymbol{u}lyche-numerical-linear-algebra_FO0172
lyche-numerical-linear-algebra_FO0173251.000c \cdot(d \cdot \boldsymbol{u})=(c d) \cdot \boldsymbol{u}lyche-numerical-linear-algebra_FO0173
lyche-numerical-linear-algebra_FO0174251.0001 \cdot \boldsymbol{u}=\boldsymbol{u}lyche-numerical-linear-algebra_FO0174
lyche-numerical-linear-algebra_FO0175250.589c \boldsymbol{v}lyche-numerical-linear-algebra_FO0175
lyche-numerical-linear-algebra_FO0176250.589c \cdot \boldsymbol{v}lyche-numerical-linear-algebra_FO0176
lyche-numerical-linear-algebra_FO0177251.000\boldsymbol{u}-\boldsymbol{v}:=\boldsymbol{u}+(-\boldsymbol{v})lyche-numerical-linear-algebra_FO0177
lyche-numerical-linear-algebra_FO0178250.974\boldsymbol{u} \in \mathcal{V}lyche-numerical-linear-algebra_FO0178
lyche-numerical-linear-algebra_FO0179251.0000 \boldsymbol{u}=\mathbf{0}, c \mathbf{0}=\mathbf{0}lyche-numerical-linear-algebra_FO0179
lyche-numerical-linear-algebra_FO0180251.000-\boldsymbol{u}=(-1) \boldsymbol{u}lyche-numerical-linear-algebra_FO0180
lyche-numerical-linear-algebra_FO0181251.000n \in \mathbb{N}lyche-numerical-linear-algebra_FO0181
lyche-numerical-linear-algebra_FO0182251.000\mathcal{D}lyche-numerical-linear-algebra_FO0182
lyche-numerical-linear-algebra_FO0183251.000d \in \mathbb{N}lyche-numerical-linear-algebra_FO0183
lyche-numerical-linear-algebra_FO0184251.000\boldsymbol{f}, \boldsymbol{g}: \mathcal{D} \rightarrow \mathbb{R}^{d}lyche-numerical-linear-algebra_FO0184
lyche-numerical-linear-algebra_FO0185251.000\boldsymbol{f}, \boldsymbol{g}lyche-numerical-linear-algebra_FO0185
lyche-numerical-linear-algebra_FO0186251.000\boldsymbol{f}(t)=\boldsymbol{g}(t)lyche-numerical-linear-algebra_FO0186
lyche-numerical-linear-algebra_FO0187251.000t \in \mathcal{D}lyche-numerical-linear-algebra_FO0187
lyche-numerical-linear-algebra_FO0188250.998\boldsymbol{f}(t)=\mathbf{0}lyche-numerical-linear-algebra_FO0188
lyche-numerical-linear-algebra_FO0189251.000\boldsymbol{f}lyche-numerical-linear-algebra_FO0189
lyche-numerical-linear-algebra_FO0190251.000-\boldsymbol{f}=(-1) \boldsymbol{f}lyche-numerical-linear-algebra_FO0190
lyche-numerical-linear-algebra_FO0191251.000d>1lyche-numerical-linear-algebra_FO0191
lyche-numerical-linear-algebra_FO0192250.997n \geq 0lyche-numerical-linear-algebra_FO0192
lyche-numerical-linear-algebra_FO0193250.997\Pi_{n}lyche-numerical-linear-algebra_FO0193
lyche-numerical-linear-algebra_FO0194251.000p: \mathbb{R} \rightarrow \mathbb{R}, p: \mathbb{R} \rightarrow \mathbb{C}lyche-numerical-linear-algebra_FO0194
lyche-numerical-linear-algebra_FO0195251.000p: \mathbb{C} \rightarrow \mathbb{C}lyche-numerical-linear-algebra_FO0195
lyche-numerical-linear-algebra_FO0196261.000a_{0}, \ldots, a_{n}lyche-numerical-linear-algebra_FO0196
lyche-numerical-linear-algebra_FO0197261.0000 \leq k \leq nlyche-numerical-linear-algebra_FO0197
lyche-numerical-linear-algebra_FO0198261.000p(t)=a_{0}+\cdots+a_{k} t^{k}lyche-numerical-linear-algebra_FO0198
lyche-numerical-linear-algebra_FO0199261.000a_{k} \neq 0lyche-numerical-linear-algebra_FO0199
lyche-numerical-linear-algebra_FO0200261.000n \geq 1lyche-numerical-linear-algebra_FO0200
lyche-numerical-linear-algebra_FO0201261.000\mathcal{X}:=\left\{\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{n}\right\}lyche-numerical-linear-algebra_FO0201
lyche-numerical-linear-algebra_FO0202261.000c_{1}, \ldots, c_{n}lyche-numerical-linear-algebra_FO0202
lyche-numerical-linear-algebra_FO0203261.000c_{1} \boldsymbol{x}_{1}+\cdots+c_{n} \boldsymbol{x}_{n}lyche-numerical-linear-algebra_FO0203
lyche-numerical-linear-algebra_FO0204261.000\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{n}lyche-numerical-linear-algebra_FO0204
lyche-numerical-linear-algebra_FO0205261.000c_{j} \boldsymbol{x}_{j} \neq \mathbf{0}lyche-numerical-linear-algebra_FO0205
lyche-numerical-linear-algebra_FO0206260.999\mathcal{X}lyche-numerical-linear-algebra_FO0206
lyche-numerical-linear-algebra_FO0207260.999\operatorname{span}(\mathcal{X})lyche-numerical-linear-algebra_FO0207
lyche-numerical-linear-algebra_FO0208261.000\left\{\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{n}\right\}lyche-numerical-linear-algebra_FO0208
lyche-numerical-linear-algebra_FO0209261.000\mathcal{V}=\operatorname{span}\left(\left\{\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{n}\right\}\right)lyche-numerical-linear-algebra_FO0209
lyche-numerical-linear-algebra_FO0210261.000\boldsymbol{x}=\left[x_{1}, \ldots, x_{m}\right]^{T}lyche-numerical-linear-algebra_FO0210
lyche-numerical-linear-algebra_FO0211261.000\mathbb{C}^{m}lyche-numerical-linear-algebra_FO0211
lyche-numerical-linear-algebra_FO0212260.991\boldsymbol{x}=x_{1} \boldsymbol{e}_{1}+x_{2} \boldsymbol{e}_{2}+\cdots+x_{m} \boldsymbol{e}_{m}lyche-numerical-linear-algebra_FO0212
lyche-numerical-linear-algebra_FO0213260.991\mathbb{C}^{m}=\operatorname{span}\left(\left\{\boldsymbol{e}_{1}, \ldots, \boldsymbol{e}_{m}\right\}\right)lyche-numerical-linear-algebra_FO0213
lyche-numerical-linear-algebra_FO0214261.000\mathbb{R}^{m}lyche-numerical-linear-algebra_FO0214
lyche-numerical-linear-algebra_FO0215261.000\Pi=\cup_{n} \Pi_{n}lyche-numerical-linear-algebra_FO0215
lyche-numerical-linear-algebra_FO0216261.000\Pilyche-numerical-linear-algebra_FO0216
lyche-numerical-linear-algebra_FO0217261.000\Pi=lyche-numerical-linear-algebra_FO0217
lyche-numerical-linear-algebra_FO0218260.986\operatorname{span}\left(\left\{p_{1}, \ldots, p_{m}\right\}\right)lyche-numerical-linear-algebra_FO0218
lyche-numerical-linear-algebra_FO0219260.986p_{1}, \ldots, p_{m}lyche-numerical-linear-algebra_FO0219
lyche-numerical-linear-algebra_FO0220261.000p_{j}lyche-numerical-linear-algebra_FO0220
lyche-numerical-linear-algebra_FO0221261.000j=1, \ldots, mlyche-numerical-linear-algebra_FO0221
lyche-numerical-linear-algebra_FO0222260.958\mathcal{X}=\left\{\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{n}\right\}lyche-numerical-linear-algebra_FO0222
lyche-numerical-linear-algebra_FO0223261.000\boldsymbol{x} \in \operatorname{span}(\mathcal{X})lyche-numerical-linear-algebra_FO0223
lyche-numerical-linear-algebra_FO0224261.000\boldsymbol{x}=c_{1} \boldsymbol{x}_{1}+\cdots+lyche-numerical-linear-algebra_FO0224
lyche-numerical-linear-algebra_FO0225260.995c_{n} \boldsymbol{x}_{n}lyche-numerical-linear-algebra_FO0225
lyche-numerical-linear-algebra_FO0226260.995\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}lyche-numerical-linear-algebra_FO0226
lyche-numerical-linear-algebra_FO0227261.000\boldsymbol{w}_{1}, \ldots, \boldsymbol{w}_{k}lyche-numerical-linear-algebra_FO0227
lyche-numerical-linear-algebra_FO0228261.000k \leq nlyche-numerical-linear-algebra_FO0228
lyche-numerical-linear-algebra_FO0229271.000k>nlyche-numerical-linear-algebra_FO0229
lyche-numerical-linear-algebra_FO0230271.000\boldsymbol{w}_{1}lyche-numerical-linear-algebra_FO0230
lyche-numerical-linear-algebra_FO0231271.000\mathcal{X}_{0}:=\left\{\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}\right\}lyche-numerical-linear-algebra_FO0231
lyche-numerical-linear-algebra_FO0232271.000\boldsymbol{w}_{1}=c_{1} \boldsymbol{v}_{1}+\cdots+c_{n} \boldsymbol{v}_{n}lyche-numerical-linear-algebra_FO0232
lyche-numerical-linear-algebra_FO0233271.000\boldsymbol{w}_{1} \neq \mathbf{0}lyche-numerical-linear-algebra_FO0233
lyche-numerical-linear-algebra_FO0234271.000c_{i_{1}}lyche-numerical-linear-algebra_FO0234
lyche-numerical-linear-algebra_FO0235271.000\boldsymbol{v}_{i_{1}}lyche-numerical-linear-algebra_FO0235
lyche-numerical-linear-algebra_FO0236271.000\boldsymbol{v}lyche-numerical-linear-algebra_FO0236
lyche-numerical-linear-algebra_FO0237271.000\mathcal{X}_{1}:=lyche-numerical-linear-algebra_FO0237
lyche-numerical-linear-algebra_FO0238271.000\left\{\boldsymbol{w}_{1}, \boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{i_{1}-1}, \boldsymbol{v}_{i_{1}+1}, \ldots, \boldsymbol{v}_{n}\right\}lyche-numerical-linear-algebra_FO0238
lyche-numerical-linear-algebra_FO0239271.000\boldsymbol{w}_{2}lyche-numerical-linear-algebra_FO0239
lyche-numerical-linear-algebra_FO0240271.000\mathcal{X}_{1}lyche-numerical-linear-algebra_FO0240
lyche-numerical-linear-algebra_FO0241271.000\boldsymbol{w}_{2}=d_{i_{1}} \boldsymbol{w}_{1}+\sum_{j \neq i_{1}} d_{j} \boldsymbol{v}_{j}lyche-numerical-linear-algebra_FO0241
lyche-numerical-linear-algebra_FO0242270.900d_{i_{2}} \neq 0lyche-numerical-linear-algebra_FO0242
lyche-numerical-linear-algebra_FO0243270.900i_{2}lyche-numerical-linear-algebra_FO0243
lyche-numerical-linear-algebra_FO0244270.900i_{2} \neq i_{1}lyche-numerical-linear-algebra_FO0244
lyche-numerical-linear-algebra_FO0245270.900\boldsymbol{w}_{2}=d_{1} \boldsymbol{w}_{1}lyche-numerical-linear-algebra_FO0245
lyche-numerical-linear-algebra_FO0246271.000\boldsymbol{w}lyche-numerical-linear-algebra_FO0246
lyche-numerical-linear-algebra_FO0247271.000\mathcal{X}_{2}lyche-numerical-linear-algebra_FO0247
lyche-numerical-linear-algebra_FO0248270.998\boldsymbol{v}_{i_{2}}lyche-numerical-linear-algebra_FO0248
lyche-numerical-linear-algebra_FO0249271.000n-2lyche-numerical-linear-algebra_FO0249
lyche-numerical-linear-algebra_FO0250271.000\mathcal{X}_{n}lyche-numerical-linear-algebra_FO0250
lyche-numerical-linear-algebra_FO0251271.000\boldsymbol{w}_{1}, \ldots, \boldsymbol{w}_{n}lyche-numerical-linear-algebra_FO0251
lyche-numerical-linear-algebra_FO0252271.000\boldsymbol{w}_{k}lyche-numerical-linear-algebra_FO0252
lyche-numerical-linear-algebra_FO0254271.000\left\{\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}\right\}lyche-numerical-linear-algebra_FO0254
lyche-numerical-linear-algebra_FO0255271.000\operatorname{span}\left\{\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}\right\}=\mathcal{V}lyche-numerical-linear-algebra_FO0255
lyche-numerical-linear-algebra_FO0256270.999\left\{\boldsymbol{v}_{i_{1}}, \ldots, \boldsymbol{v}_{i_{k}}\right\}lyche-numerical-linear-algebra_FO0256
lyche-numerical-linear-algebra_FO0257271.000\mathcal{V}=\operatorname{span}\left\{\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}\right\}lyche-numerical-linear-algebra_FO0257
lyche-numerical-linear-algebra_FO0258271.000\operatorname{dim} \mathcal{V}lyche-numerical-linear-algebra_FO0258
lyche-numerical-linear-algebra_FO0259271.000\mathcal{X}=\left\{\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}\right\}lyche-numerical-linear-algebra_FO0259
lyche-numerical-linear-algebra_FO0260271.000\mathcal{Y}=\left\{\boldsymbol{w}_{1}, \ldots, \boldsymbol{w}_{k}\right\}lyche-numerical-linear-algebra_FO0260
lyche-numerical-linear-algebra_FO0261271.000\mathcal{Y}lyche-numerical-linear-algebra_FO0261
lyche-numerical-linear-algebra_FO0262271.000n \leq klyche-numerical-linear-algebra_FO0262
lyche-numerical-linear-algebra_FO0263271.000n=klyche-numerical-linear-algebra_FO0263
lyche-numerical-linear-algebra_FO0264271.000\left\{\boldsymbol{e}_{1}, \ldots, \boldsymbol{e}_{n}\right\}lyche-numerical-linear-algebra_FO0264
lyche-numerical-linear-algebra_FO0265270.996\left\{\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{k}\right\}lyche-numerical-linear-algebra_FO0265
lyche-numerical-linear-algebra_FO0266281.000\boldsymbol{v}_{k+1}lyche-numerical-linear-algebra_FO0266
lyche-numerical-linear-algebra_FO0267281.000\boldsymbol{u}, \boldsymbol{v} \in \mathcal{S}lyche-numerical-linear-algebra_FO0267
lyche-numerical-linear-algebra_FO0268281.000c \boldsymbol{u}lyche-numerical-linear-algebra_FO0268
lyche-numerical-linear-algebra_FO0269281.000\boldsymbol{u} \in \mathcal{S}lyche-numerical-linear-algebra_FO0269
lyche-numerical-linear-algebra_FO0270281.000V 1-V 5lyche-numerical-linear-algebra_FO0270
lyche-numerical-linear-algebra_FO0271281.000S 1-S 5lyche-numerical-linear-algebra_FO0271
lyche-numerical-linear-algebra_FO0272281.000\{\mathbf{0}\}lyche-numerical-linear-algebra_FO0272
lyche-numerical-linear-algebra_FO0273281.000\mathcal{X}=\left\{\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{n}\right\} \subseteq \mathcal{V}lyche-numerical-linear-algebra_FO0273
lyche-numerical-linear-algebra_FO0274281.000\mathcal{S} \oplus \mathcal{T}lyche-numerical-linear-algebra_FO0274
lyche-numerical-linear-algebra_FO0275281.000\mathcal{S} \cap \mathcal{T}=\{\mathbf{0}\}lyche-numerical-linear-algebra_FO0275
lyche-numerical-linear-algebra_FO0276291.000\left\{\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{p}\right\}lyche-numerical-linear-algebra_FO0276
lyche-numerical-linear-algebra_FO0277291.000\mathcal{S} \cap \mathcal{T}lyche-numerical-linear-algebra_FO0277
lyche-numerical-linear-algebra_FO0278291.000\left\{\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{p}\right\}=\emptysetlyche-numerical-linear-algebra_FO0278
lyche-numerical-linear-algebra_FO0279291.000\left\{\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{p}, \boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{q}\right\}lyche-numerical-linear-algebra_FO0279
lyche-numerical-linear-algebra_FO0280291.000\left\{\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{p}, \boldsymbol{t}_{1}, \ldots, \boldsymbol{t}_{r}\right\}lyche-numerical-linear-algebra_FO0280
lyche-numerical-linear-algebra_FO0281291.000\boldsymbol{x} \in \mathcal{S}+\mathcal{T}lyche-numerical-linear-algebra_FO0281
lyche-numerical-linear-algebra_FO0282291.000\mathcal{S}+\mathcal{T}lyche-numerical-linear-algebra_FO0282
lyche-numerical-linear-algebra_FO0283291.000\boldsymbol{u}+\boldsymbol{s}+\boldsymbol{t}=\mathbf{0}lyche-numerical-linear-algebra_FO0283
lyche-numerical-linear-algebra_FO0284291.000\boldsymbol{u}:=\sum_{j=1}^{p} \alpha_{j} \boldsymbol{u}_{j}, \boldsymbol{s}:=\sum_{j=1}^{q} \rho_{j} \boldsymbol{s}_{j}lyche-numerical-linear-algebra_FO0284
lyche-numerical-linear-algebra_FO0285291.000\boldsymbol{t}:=\sum_{j=1}^{r} \sigma_{j} \boldsymbol{t}_{j}lyche-numerical-linear-algebra_FO0285
lyche-numerical-linear-algebra_FO0286291.000\boldsymbol{s}=-(\boldsymbol{u}+\boldsymbol{t})lyche-numerical-linear-algebra_FO0286
lyche-numerical-linear-algebra_FO0287291.000\boldsymbol{s} \inlyche-numerical-linear-algebra_FO0287
lyche-numerical-linear-algebra_FO0288291.000\boldsymbol{s}lyche-numerical-linear-algebra_FO0288
lyche-numerical-linear-algebra_FO0289291.000\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{p}lyche-numerical-linear-algebra_FO0289
lyche-numerical-linear-algebra_FO0290291.000\boldsymbol{s}:=lyche-numerical-linear-algebra_FO0290
lyche-numerical-linear-algebra_FO0291291.000\sum_{j=1}^{p} \beta_{j} \boldsymbol{u}_{j}lyche-numerical-linear-algebra_FO0291
lyche-numerical-linear-algebra_FO0292291.000\mathbf{0}=\sum_{j=1}^{p} \beta_{j} \boldsymbol{u}_{j}-\sum_{j=1}^{q} \rho_{j} \boldsymbol{s}_{j}lyche-numerical-linear-algebra_FO0292
lyche-numerical-linear-algebra_FO0293291.000\beta_{1}=\cdots=\beta_{p}=\rho_{1}=\cdots=\rho_{q}=0lyche-numerical-linear-algebra_FO0293
lyche-numerical-linear-algebra_FO0294291.000\boldsymbol{s}=\mathbf{0}lyche-numerical-linear-algebra_FO0294
lyche-numerical-linear-algebra_FO0295291.000\boldsymbol{u}+\boldsymbol{t}=\mathbf{0}lyche-numerical-linear-algebra_FO0295
lyche-numerical-linear-algebra_FO0296291.000\alpha_{1}=\cdots=\alpha_{p}=\sigma_{1}=\cdots=\sigma_{r}=0lyche-numerical-linear-algebra_FO0296
lyche-numerical-linear-algebra_FO0297291.000\left\{\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{p}, \boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{q}, \boldsymbol{t}_{1}, \ldots, \boldsymbol{t}_{r}\right\}lyche-numerical-linear-algebra_FO0297
lyche-numerical-linear-algebra_FO0298291.000\operatorname{dim}\{\mathbf{0}\}=0lyche-numerical-linear-algebra_FO0298
lyche-numerical-linear-algebra_FO0299291.000\left\{\boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{n}\right\}lyche-numerical-linear-algebra_FO0299
lyche-numerical-linear-algebra_FO0300291.000\left\{\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{m}\right\}lyche-numerical-linear-algebra_FO0300
lyche-numerical-linear-algebra_FO0301291.000\boldsymbol{s}_{j}lyche-numerical-linear-algebra_FO0301
lyche-numerical-linear-algebra_FO0302291.000\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{m}lyche-numerical-linear-algebra_FO0302
lyche-numerical-linear-algebra_FO0303301.000\boldsymbol{x} \in \mathcal{S}lyche-numerical-linear-algebra_FO0303
lyche-numerical-linear-algebra_FO0304301.000\boldsymbol{x}=\sum_{j=1}^{n} c_{j} \boldsymbol{s}_{j}=\sum_{i=1}^{m} b_{i} \boldsymbol{v}_{i}lyche-numerical-linear-algebra_FO0304
lyche-numerical-linear-algebra_FO0305301.000\boldsymbol{b}:=lyche-numerical-linear-algebra_FO0305
lyche-numerical-linear-algebra_FO0306301.000\left[b_{1}, \ldots, \boldsymbol{b}_{m}\right]^{T}, \boldsymbol{c}:=\left[c_{1}, \ldots, c_{n}\right]^{T}lyche-numerical-linear-algebra_FO0306
lyche-numerical-linear-algebra_FO0307301.000\boldsymbol{b}=\boldsymbol{A} \boldsymbol{c}lyche-numerical-linear-algebra_FO0307
lyche-numerical-linear-algebra_FO0308301.000\boldsymbol{A}=\left[a_{i j}\right] \in \mathbb{C}^{m \times n}lyche-numerical-linear-algebra_FO0308
lyche-numerical-linear-algebra_FO0309300.999a_{i j}lyche-numerical-linear-algebra_FO0309
lyche-numerical-linear-algebra_FO0310300.999\boldsymbol{s}_{j} \in \mathcal{V}lyche-numerical-linear-algebra_FO0310
lyche-numerical-linear-algebra_FO0311300.980\left(c_{j}\right)lyche-numerical-linear-algebra_FO0311
lyche-numerical-linear-algebra_FO0312300.980\left(b_{i}\right)lyche-numerical-linear-algebra_FO0312
lyche-numerical-linear-algebra_FO0313301.000b_{i}=\sum_{j=1}^{n} a_{i j} c_{j}lyche-numerical-linear-algebra_FO0313
lyche-numerical-linear-algebra_FO0314301.000i=lyche-numerical-linear-algebra_FO0314
lyche-numerical-linear-algebra_FO0315301.0001, \ldots, mlyche-numerical-linear-algebra_FO0315
lyche-numerical-linear-algebra_FO0316301.000\boldsymbol{b}:=\boldsymbol{A} \boldsymbol{c}=\mathbf{0}lyche-numerical-linear-algebra_FO0316
lyche-numerical-linear-algebra_FO0317301.000\boldsymbol{c}=\left[c_{1}, \ldots, c_{n}\right]^{T}lyche-numerical-linear-algebra_FO0317
lyche-numerical-linear-algebra_FO0318301.000\boldsymbol{x}:=\sum_{j=1}^{n} c_{j} \boldsymbol{s}_{j}lyche-numerical-linear-algebra_FO0318
lyche-numerical-linear-algebra_FO0319300.995\boldsymbol{x}=\sum_{i=1}^{m} b_{i} \boldsymbol{v}_{i}lyche-numerical-linear-algebra_FO0319
lyche-numerical-linear-algebra_FO0320300.995\boldsymbol{b}=\mathbf{0}lyche-numerical-linear-algebra_FO0320
lyche-numerical-linear-algebra_FO0321300.995\boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO0321
lyche-numerical-linear-algebra_FO0322301.000\boldsymbol{c}=\mathbf{0}lyche-numerical-linear-algebra_FO0322
lyche-numerical-linear-algebra_FO0323301.000\mathcal{V}=\mathbb{R}^{m}lyche-numerical-linear-algebra_FO0323
lyche-numerical-linear-algebra_FO0324301.000m \times nlyche-numerical-linear-algebra_FO0324
lyche-numerical-linear-algebra_FO0325301.000\boldsymbol{X}=\left[\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{n}\right]lyche-numerical-linear-algebra_FO0325
lyche-numerical-linear-algebra_FO0326300.998\boldsymbol{X} \boldsymbol{c}lyche-numerical-linear-algebra_FO0326
lyche-numerical-linear-algebra_FO0327300.998\boldsymbol{c}=lyche-numerical-linear-algebra_FO0327
lyche-numerical-linear-algebra_FO0328301.000\left[c_{1}, \ldots, c_{n}\right]^{T}lyche-numerical-linear-algebra_FO0328
lyche-numerical-linear-algebra_FO0329301.000\boldsymbol{x}_{j} \in \mathcal{V}, j=1, \ldots, nlyche-numerical-linear-algebra_FO0329
lyche-numerical-linear-algebra_FO0330301.000\mathcal{R}(\boldsymbol{X})lyche-numerical-linear-algebra_FO0330
lyche-numerical-linear-algebra_FO0331301.000\boldsymbol{X}lyche-numerical-linear-algebra_FO0331
lyche-numerical-linear-algebra_FO0332301.000\mathcal{R}\left(\boldsymbol{X}^{T}\right)lyche-numerical-linear-algebra_FO0332
lyche-numerical-linear-algebra_FO0333301.000\mathcal{N}(\boldsymbol{X}):=\left\{\boldsymbol{y} \in \mathbb{R}^{n}: \boldsymbol{X} \boldsymbol{y}=\mathbf{0}\right\}lyche-numerical-linear-algebra_FO0333
lyche-numerical-linear-algebra_FO0334301.000\mathcal{N}(\boldsymbol{X})lyche-numerical-linear-algebra_FO0334
lyche-numerical-linear-algebra_FO0335301.000\operatorname{null}(\boldsymbol{X})lyche-numerical-linear-algebra_FO0335
lyche-numerical-linear-algebra_FO0336310.922\boldsymbol{X} \inlyche-numerical-linear-algebra_FO0336
lyche-numerical-linear-algebra_FO0337311.000\mathbb{C}^{m \times n}lyche-numerical-linear-algebra_FO0337
lyche-numerical-linear-algebra_FO0338311.000\operatorname{rank}(\boldsymbol{X})=\operatorname{rank}\left(\boldsymbol{X}^{*}\right)lyche-numerical-linear-algebra_FO0338
lyche-numerical-linear-algebra_FO0339311.000\operatorname{rank}(\boldsymbol{X})+\operatorname{null}(\boldsymbol{X})=nlyche-numerical-linear-algebra_FO0339
lyche-numerical-linear-algebra_FO0340311.000\operatorname{rank}(\boldsymbol{X})+\operatorname{null}\left(\boldsymbol{X}^{*}\right)=mlyche-numerical-linear-algebra_FO0340
lyche-numerical-linear-algebra_FO0341311.000x_{j}lyche-numerical-linear-algebra_FO0341
lyche-numerical-linear-algebra_FO0342311.000b_{i}lyche-numerical-linear-algebra_FO0342
lyche-numerical-linear-algebra_FO0343320.992\boldsymbol{a}_{j}=\left[a_{1 j}, \ldots, \boldsymbol{a}_{m j}\right]^{T} \in \mathbb{C}^{m}lyche-numerical-linear-algebra_FO0343
lyche-numerical-linear-algebra_FO0344320.992\boldsymbol{b}=\left[b_{1}, \ldots, b_{m}\right]^{T} \in \mathbb{C}^{m}lyche-numerical-linear-algebra_FO0344
lyche-numerical-linear-algebra_FO0345321.000m<n, m=nlyche-numerical-linear-algebra_FO0345
lyche-numerical-linear-algebra_FO0346321.000m>nlyche-numerical-linear-algebra_FO0346
lyche-numerical-linear-algebra_FO0347321.000m<nlyche-numerical-linear-algebra_FO0347
lyche-numerical-linear-algebra_FO0348320.570\boldsymbol{A x}=\mathbf{0}lyche-numerical-linear-algebra_FO0348
lyche-numerical-linear-algebra_FO0349321.000\boldsymbol{A} \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO0349
lyche-numerical-linear-algebra_FO0350321.000\mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO0350
lyche-numerical-linear-algebra_FO0351320.658\boldsymbol{b} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO0351
lyche-numerical-linear-algebra_FO0352321.000\boldsymbol{B}=[\boldsymbol{A} \boldsymbol{b}] \in \mathbb{R}^{n \times(n+1)}lyche-numerical-linear-algebra_FO0352
lyche-numerical-linear-algebra_FO0353320.997\boldsymbol{z} \in \mathbb{R}^{n+1}lyche-numerical-linear-algebra_FO0353
lyche-numerical-linear-algebra_FO0354320.997\boldsymbol{B} \boldsymbol{z}=\mathbf{0}lyche-numerical-linear-algebra_FO0354
lyche-numerical-linear-algebra_FO0355320.896\boldsymbol{z}=\left[\begin{array}{c}\tilde{\boldsymbol{z}} \\ z_{n+1}\end{array}\right]lyche-numerical-linear-algebra_FO0355
lyche-numerical-linear-algebra_FO0356320.896\tilde{\boldsymbol{z}}=\left[z_{1}, \ldots, z_{n}\right]^{T} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO0356
lyche-numerical-linear-algebra_FO0357320.896z_{n+1} \in \mathbb{R}lyche-numerical-linear-algebra_FO0357
lyche-numerical-linear-algebra_FO0358330.737z_{n+1}=0lyche-numerical-linear-algebra_FO0358
lyche-numerical-linear-algebra_FO0359330.737\boldsymbol{A} \tilde{\boldsymbol{z}}=\mathbf{0}lyche-numerical-linear-algebra_FO0359
lyche-numerical-linear-algebra_FO0360330.737\tilde{\boldsymbol{z}}lyche-numerical-linear-algebra_FO0360
lyche-numerical-linear-algebra_FO0361330.997\boldsymbol{x}:=-\tilde{\boldsymbol{z}} / z_{n+1}lyche-numerical-linear-algebra_FO0361
lyche-numerical-linear-algebra_FO0362331.000\boldsymbol{A} \boldsymbol{y}=\boldsymbol{b}lyche-numerical-linear-algebra_FO0362
lyche-numerical-linear-algebra_FO0363331.000\boldsymbol{x}, \boldsymbol{y} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO0363
lyche-numerical-linear-algebra_FO0364331.000\boldsymbol{A}(\boldsymbol{x}-\boldsymbol{y})=\mathbf{0}lyche-numerical-linear-algebra_FO0364
lyche-numerical-linear-algebra_FO0365331.000\boldsymbol{x}-\boldsymbol{y}=\mathbf{0}lyche-numerical-linear-algebra_FO0365
lyche-numerical-linear-algebra_FO0366331.000\boldsymbol{x}=\boldsymbol{y}lyche-numerical-linear-algebra_FO0366
lyche-numerical-linear-algebra_FO0367331.000m<lyche-numerical-linear-algebra_FO0367
lyche-numerical-linear-algebra_FO0368331.000\boldsymbol{b} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO0368
lyche-numerical-linear-algebra_FO0369331.000\boldsymbol{B} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO0369
lyche-numerical-linear-algebra_FO0370331.000\boldsymbol{A} \boldsymbol{B}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0370
lyche-numerical-linear-algebra_FO0371331.000\boldsymbol{C} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO0371
lyche-numerical-linear-algebra_FO0372331.000\boldsymbol{C} \boldsymbol{A}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0372
lyche-numerical-linear-algebra_FO0373331.000\boldsymbol{C}lyche-numerical-linear-algebra_FO0373
lyche-numerical-linear-algebra_FO0374331.000\boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO0374
lyche-numerical-linear-algebra_FO0375331.000\boldsymbol{A}^{-1} \boldsymbol{A}=\boldsymbol{A} \boldsymbol{A}^{-1}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0375
lyche-numerical-linear-algebra_FO0376330.998\boldsymbol{A}, \boldsymbol{B}, \boldsymbol{C} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO0376
lyche-numerical-linear-algebra_FO0377330.998\boldsymbol{A} \boldsymbol{B}=lyche-numerical-linear-algebra_FO0377
lyche-numerical-linear-algebra_FO0378331.000\boldsymbol{B} \boldsymbol{A}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0378
lyche-numerical-linear-algebra_FO0379331.000\boldsymbol{A}^{-1}=\boldsymbol{B}lyche-numerical-linear-algebra_FO0379
lyche-numerical-linear-algebra_FO0380331.000\boldsymbol{C} \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO0380
lyche-numerical-linear-algebra_FO0381331.000\boldsymbol{A} \boldsymbol{B} \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO0381
lyche-numerical-linear-algebra_FO0382331.000\boldsymbol{B} \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO0382
lyche-numerical-linear-algebra_FO0383341.000\boldsymbol{C} \boldsymbol{x}=(\boldsymbol{A} \boldsymbol{B}) \boldsymbol{x}=\boldsymbol{A}(\boldsymbol{B} \boldsymbol{x})=\boldsymbol{A} \mathbf{0}=\mathbf{0}lyche-numerical-linear-algebra_FO0383
lyche-numerical-linear-algebra_FO0384341.000\tilde{\boldsymbol{x}}lyche-numerical-linear-algebra_FO0384
lyche-numerical-linear-algebra_FO0385341.000\boldsymbol{A} \tilde{\boldsymbol{x}}=\mathbf{0}lyche-numerical-linear-algebra_FO0385
lyche-numerical-linear-algebra_FO0386341.000\boldsymbol{B} \boldsymbol{x}=\tilde{\boldsymbol{x}}lyche-numerical-linear-algebra_FO0386
lyche-numerical-linear-algebra_FO0387341.000\boldsymbol{C} \boldsymbol{x}=(\boldsymbol{A} \boldsymbol{B}) \boldsymbol{x}=\boldsymbol{A}(\boldsymbol{B} \boldsymbol{x})=\boldsymbol{A} \tilde{\boldsymbol{x}}=\mathbf{0}lyche-numerical-linear-algebra_FO0387
lyche-numerical-linear-algebra_FO0388341.000\boldsymbol{A} \boldsymbol{b}_{i}=\boldsymbol{e}_{i}lyche-numerical-linear-algebra_FO0388
lyche-numerical-linear-algebra_FO0389341.000\boldsymbol{b}_{i}lyche-numerical-linear-algebra_FO0389
lyche-numerical-linear-algebra_FO0390341.000\boldsymbol{B}=\left[\boldsymbol{b}_{1}, \ldots, \boldsymbol{b}_{n}\right]lyche-numerical-linear-algebra_FO0390
lyche-numerical-linear-algebra_FO0391340.968\boldsymbol{A} \boldsymbol{B}=\left[\boldsymbol{A} \boldsymbol{b}_{1}, \ldots, \boldsymbol{A} \boldsymbol{b}_{n}\right]=\left[\boldsymbol{e}_{1}, \ldots, \boldsymbol{e}_{n}\right]=\boldsymbol{I}lyche-numerical-linear-algebra_FO0391
lyche-numerical-linear-algebra_FO0392341.0001.8 \boldsymbol{B}lyche-numerical-linear-algebra_FO0392
lyche-numerical-linear-algebra_FO0393341.000\boldsymbol{B} \boldsymbol{C}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0393
lyche-numerical-linear-algebra_FO0394341.000\boldsymbol{A} \boldsymbol{B}=\boldsymbol{B} \boldsymbol{C}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0394
lyche-numerical-linear-algebra_FO0395341.000\boldsymbol{A}=\boldsymbol{C}lyche-numerical-linear-algebra_FO0395
lyche-numerical-linear-algebra_FO0396340.995\boldsymbol{A}, \boldsymbol{B} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO0396
lyche-numerical-linear-algebra_FO0397341.000\left(\boldsymbol{A}^{-1}\right)^{-1}=\boldsymbol{A}lyche-numerical-linear-algebra_FO0397
lyche-numerical-linear-algebra_FO0398341.000\boldsymbol{C}=\boldsymbol{A} \boldsymbol{B}lyche-numerical-linear-algebra_FO0398
lyche-numerical-linear-algebra_FO0399341.000\boldsymbol{C}^{-1}=\boldsymbol{B}^{-1} \boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO0399
lyche-numerical-linear-algebra_FO0400341.000\left(\boldsymbol{A}^{T}\right)^{-1}=\left(\boldsymbol{A}^{-1}\right)^{T}=: \boldsymbol{A}^{-T}lyche-numerical-linear-algebra_FO0400
lyche-numerical-linear-algebra_FO0401341.000\left(\boldsymbol{A}^{*}\right)^{-1}=\left(\boldsymbol{A}^{-1}\right)^{*}=: \boldsymbol{A}^{-*}lyche-numerical-linear-algebra_FO0401
lyche-numerical-linear-algebra_FO0402341.000c \boldsymbol{A}lyche-numerical-linear-algebra_FO0402
lyche-numerical-linear-algebra_FO0403341.000(c \boldsymbol{A})^{-1}=\frac{1}{c} \boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO0403
lyche-numerical-linear-algebra_FO0404341.000\boldsymbol{A}^{-1} \boldsymbol{A}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0404
lyche-numerical-linear-algebra_FO0405341.000\left(\boldsymbol{B}^{-1} \boldsymbol{A}^{-1}\right)(\boldsymbol{A} \boldsymbol{B})=\boldsymbol{B}^{-1}\left(\boldsymbol{A}^{-1} \boldsymbol{A}\right) \boldsymbol{B}=\boldsymbol{B}^{-1} \boldsymbol{B}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0405
lyche-numerical-linear-algebra_FO0406341.000\boldsymbol{A} \boldsymbol{B}lyche-numerical-linear-algebra_FO0406
lyche-numerical-linear-algebra_FO0407341.000\boldsymbol{I}=\boldsymbol{I}^{T}=\left(\boldsymbol{A}^{-1} \boldsymbol{A}\right)^{T}=\boldsymbol{A}^{T}\left(\boldsymbol{A}^{-1}\right)^{T}lyche-numerical-linear-algebra_FO0407
lyche-numerical-linear-algebra_FO0408341.000\left(\boldsymbol{A}^{-1}\right)^{T}lyche-numerical-linear-algebra_FO0408
lyche-numerical-linear-algebra_FO0409341.000\frac{1}{c} \boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO0409
lyche-numerical-linear-algebra_FO0410351.000n!lyche-numerical-linear-algebra_FO0410
lyche-numerical-linear-algebra_FO0411351.000\{1,2, \ldots, n\}lyche-numerical-linear-algebra_FO0411
lyche-numerical-linear-algebra_FO0412351.000\operatorname{sign}(\sigma)lyche-numerical-linear-algebra_FO0412
lyche-numerical-linear-algebra_FO0413351.000\sigmalyche-numerical-linear-algebra_FO0413
lyche-numerical-linear-algebra_FO0414351.000\epsilonlyche-numerical-linear-algebra_FO0414
lyche-numerical-linear-algebra_FO0415351.000\epsilon(i)=lyche-numerical-linear-algebra_FO0415
lyche-numerical-linear-algebra_FO0416351.000i, i=1,2lyche-numerical-linear-algebra_FO0416
lyche-numerical-linear-algebra_FO0417351.000\sigma=\{2,1\}lyche-numerical-linear-algebra_FO0417
lyche-numerical-linear-algebra_FO0418351.000n=3lyche-numerical-linear-algebra_FO0418
lyche-numerical-linear-algebra_FO0419350.719\{1,2,3\}lyche-numerical-linear-algebra_FO0419
lyche-numerical-linear-algebra_FO0420350.999\operatorname{sign}(\{1,2,3\})=\operatorname{sign}(\{2,3,1\})=\operatorname{sign}(\{3,1,2\})=1lyche-numerical-linear-algebra_FO0420
lyche-numerical-linear-algebra_FO0421350.749\operatorname{sign}(\{2,1,3\})=\operatorname{sign}(\{3,2,1\})=\operatorname{sign}(\{1,3,2\})=-1lyche-numerical-linear-algebra_FO0421
lyche-numerical-linear-algebra_FO0422351.000\operatorname{det}(\boldsymbol{A})=lyche-numerical-linear-algebra_FO0422
lyche-numerical-linear-algebra_FO0423361.000a_{11} a_{22} \cdots a_{n n}lyche-numerical-linear-algebra_FO0423
lyche-numerical-linear-algebra_FO0424361.000\operatorname{det}(\boldsymbol{I})=1lyche-numerical-linear-algebra_FO0424
lyche-numerical-linear-algebra_FO0425361.000\operatorname{det}(\boldsymbol{B})=-\operatorname{det}(\boldsymbol{A})lyche-numerical-linear-algebra_FO0425
lyche-numerical-linear-algebra_FO0426361.000\alpha, \operatorname{det}(\boldsymbol{B})=\alpha \operatorname{det}(\boldsymbol{A})lyche-numerical-linear-algebra_FO0426
lyche-numerical-linear-algebra_FO0427361.000\boldsymbol{A}_{i, j}lyche-numerical-linear-algebra_FO0427
lyche-numerical-linear-algebra_FO0428361.0001 \leq i, j \leq nlyche-numerical-linear-algebra_FO0428
lyche-numerical-linear-algebra_FO0429361.000\operatorname{det}\left(\boldsymbol{A}_{i j}\right)lyche-numerical-linear-algebra_FO0429
lyche-numerical-linear-algebra_FO0430360.969\left(x_{1}, y_{1}\right)lyche-numerical-linear-algebra_FO0430
lyche-numerical-linear-algebra_FO0431360.969\left(x_{2}, y_{2}\right)lyche-numerical-linear-algebra_FO0431
lyche-numerical-linear-algebra_FO0432361.000\operatorname{det}(\boldsymbol{A})=0lyche-numerical-linear-algebra_FO0432
lyche-numerical-linear-algebra_FO0433371.000\boldsymbol{A}, \boldsymbol{B}lyche-numerical-linear-algebra_FO0433
lyche-numerical-linear-algebra_FO0434370.984\operatorname{det}(\boldsymbol{A B})=\operatorname{det}(\boldsymbol{A}) \operatorname{det}(\boldsymbol{B})lyche-numerical-linear-algebra_FO0434
lyche-numerical-linear-algebra_FO0435371.000\operatorname{det}\left(\boldsymbol{A}^{T}\right)=\operatorname{det}(\boldsymbol{A})lyche-numerical-linear-algebra_FO0435
lyche-numerical-linear-algebra_FO0436371.000\operatorname{det}\left(\boldsymbol{A}^{*}\right)=\overline{\operatorname{det}(\boldsymbol{A})}lyche-numerical-linear-algebra_FO0436
lyche-numerical-linear-algebra_FO0437371.000\operatorname{det}(a \boldsymbol{A})=a^{n} \operatorname{det}(\boldsymbol{A})lyche-numerical-linear-algebra_FO0437
lyche-numerical-linear-algebra_FO0438370.943\boldsymbol{A}=\left[\begin{array}{ll}\boldsymbol{C} & \boldsymbol{D} \\ \mathbf{0} & \boldsymbol{E}\end{array}\right]lyche-numerical-linear-algebra_FO0438
lyche-numerical-linear-algebra_FO0439370.943\boldsymbol{C}, \boldsymbol{E}lyche-numerical-linear-algebra_FO0439
lyche-numerical-linear-algebra_FO0440370.943\operatorname{det}(\boldsymbol{A})=\operatorname{det}(\boldsymbol{C}) \operatorname{det}(\boldsymbol{E})lyche-numerical-linear-algebra_FO0440
lyche-numerical-linear-algebra_FO0441371.000\boldsymbol{x}=lyche-numerical-linear-algebra_FO0441
lyche-numerical-linear-algebra_FO0442370.982\left[x_{1}, x_{2}, \ldots, x_{n}\right]^{T}lyche-numerical-linear-algebra_FO0442
lyche-numerical-linear-algebra_FO0443371.000\boldsymbol{A}_{j}(\boldsymbol{b})lyche-numerical-linear-algebra_FO0443
lyche-numerical-linear-algebra_FO0444370.999\operatorname{adj}(\boldsymbol{A}) \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO0444
lyche-numerical-linear-algebra_FO0445370.999\operatorname{adj}(\boldsymbol{A})_{i, j}=(-1)^{i+j} \operatorname{det}\left(\boldsymbol{A}_{j, i}\right)lyche-numerical-linear-algebra_FO0445
lyche-numerical-linear-algebra_FO0446371.000\boldsymbol{A}_{j, i}lyche-numerical-linear-algebra_FO0446
lyche-numerical-linear-algebra_FO0447371.000\boldsymbol{A} \in \mathbb{C}^{m \times p}, \boldsymbol{B} \in \mathbb{C}^{p \times n}lyche-numerical-linear-algebra_FO0447
lyche-numerical-linear-algebra_FO0448371.0001 \leq r \leq \min \{m, n, p\}lyche-numerical-linear-algebra_FO0448
lyche-numerical-linear-algebra_FO0449371.000\boldsymbol{i}=\left\{i_{1}, \ldots, i_{r}\right\}lyche-numerical-linear-algebra_FO0449
lyche-numerical-linear-algebra_FO0450371.000\boldsymbol{j}=\left\{j_{1}, \ldots, j_{r}\right\}lyche-numerical-linear-algebra_FO0450
lyche-numerical-linear-algebra_FO0451371.0001 \leq i_{1}<i_{2}<\cdots<i_{r} \leq mlyche-numerical-linear-algebra_FO0451
lyche-numerical-linear-algebra_FO0452371.0001 \leq j_{1}<j_{2}<\cdots<j_{r} \leq nlyche-numerical-linear-algebra_FO0452
lyche-numerical-linear-algebra_FO0453370.999\boldsymbol{k}=\left\{k_{1}, \ldots, k_{r}\right\}lyche-numerical-linear-algebra_FO0453
lyche-numerical-linear-algebra_FO0454370.9991 \leq k_{1}<k_{2}<\cdots<k_{r} \leq plyche-numerical-linear-algebra_FO0454
lyche-numerical-linear-algebra_FO0455380.937\lambda \in \mathbb{C}lyche-numerical-linear-algebra_FO0455
lyche-numerical-linear-algebra_FO0456380.937\lambda, \boldsymbol{x}lyche-numerical-linear-algebra_FO0456
lyche-numerical-linear-algebra_FO0457381.000\sigma(\boldsymbol{A})lyche-numerical-linear-algebra_FO0457
lyche-numerical-linear-algebra_FO0458381.000\sigma(\boldsymbol{I})=\{1, \ldots, 1\}=\{1\}lyche-numerical-linear-algebra_FO0458
lyche-numerical-linear-algebra_FO0459381.000\lambda \inlyche-numerical-linear-algebra_FO0459
lyche-numerical-linear-algebra_FO0460380.995\sigma(\boldsymbol{A}) \Longleftrightarrow \operatorname{det}(\boldsymbol{A}-\lambda \boldsymbol{I})=0lyche-numerical-linear-algebra_FO0460
lyche-numerical-linear-algebra_FO0461380.699(\lambda, \boldsymbol{x})lyche-numerical-linear-algebra_FO0461
lyche-numerical-linear-algebra_FO0462381.000(\boldsymbol{A}-\lambda \boldsymbol{I}) \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO0462
lyche-numerical-linear-algebra_FO0463381.000\boldsymbol{A}-\lambda \boldsymbol{I}lyche-numerical-linear-algebra_FO0463
lyche-numerical-linear-algebra_FO0464381.000\operatorname{det}(\boldsymbol{A}-\lambda \boldsymbol{I})=0lyche-numerical-linear-algebra_FO0464
lyche-numerical-linear-algebra_FO0465381.000\operatorname{det}(\boldsymbol{A}-\lambda \boldsymbol{I})lyche-numerical-linear-algebra_FO0465
lyche-numerical-linear-algebra_FO0466381.000r(\lambda)lyche-numerical-linear-algebra_FO0466
lyche-numerical-linear-algebra_FO0467380.998n-2, \operatorname{det}(\boldsymbol{A}-\lambda \boldsymbol{I})lyche-numerical-linear-algebra_FO0467
lyche-numerical-linear-algebra_FO0468381.000\operatorname{det}(\boldsymbol{A}-\lambda \boldsymbol{I})=(-1)^{n} \operatorname{det}(\lambda \boldsymbol{I}-\boldsymbol{A})lyche-numerical-linear-algebra_FO0468
lyche-numerical-linear-algebra_FO0469381.000\operatorname{det}(\lambda \boldsymbol{I}-\boldsymbol{A})=0lyche-numerical-linear-algebra_FO0469
lyche-numerical-linear-algebra_FO0470390.958\pi_{\boldsymbol{A}}: \mathbb{C} \rightarrowlyche-numerical-linear-algebra_FO0470
lyche-numerical-linear-algebra_FO0471391.000\pi_{\boldsymbol{A}}(\lambda)=\operatorname{det}(\boldsymbol{A}-\lambda \boldsymbol{I})lyche-numerical-linear-algebra_FO0471
lyche-numerical-linear-algebra_FO0472390.994\lambda_{1}, \ldots, \lambda_{n}lyche-numerical-linear-algebra_FO0472
lyche-numerical-linear-algebra_FO0473391.000\boldsymbol{A} \overline{\boldsymbol{x}}=\bar{\lambda} \overline{\boldsymbol{x}}lyche-numerical-linear-algebra_FO0473
lyche-numerical-linear-algebra_FO0474390.945\pi_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO0474
lyche-numerical-linear-algebra_FO0475391.000c_{n-1}=(-1)^{n-1} \operatorname{trace}(\boldsymbol{A})lyche-numerical-linear-algebra_FO0475
lyche-numerical-linear-algebra_FO0476391.000c_{0}=\pi_{\boldsymbol{A}}(0)=\operatorname{det}(\boldsymbol{A})lyche-numerical-linear-algebra_FO0476
lyche-numerical-linear-algebra_FO0477391.000d_{n-1}=(-1)^{n-1}\left(\lambda_{1}+\cdots+\lambda_{n}\right)lyche-numerical-linear-algebra_FO0477
lyche-numerical-linear-algebra_FO0478391.000d_{0}=\lambda_{1} \cdots \lambda_{n}lyche-numerical-linear-algebra_FO0478
lyche-numerical-linear-algebra_FO0479391.000c_{j}=d_{j}lyche-numerical-linear-algebra_FO0479
lyche-numerical-linear-algebra_FO0480391.000\boldsymbol{A}=\left[\begin{array}{ll}2 & 1 \\ 1 & 2\end{array}\right]lyche-numerical-linear-algebra_FO0480
lyche-numerical-linear-algebra_FO0481391.000\operatorname{trace}(\boldsymbol{A})=4, \operatorname{det}(\boldsymbol{A})=3lyche-numerical-linear-algebra_FO0481
lyche-numerical-linear-algebra_FO0482391.000\pi_{\boldsymbol{A}}(\lambda)=\lambda^{2}-4 \lambda+3lyche-numerical-linear-algebra_FO0482
lyche-numerical-linear-algebra_FO0483391.000\Longleftrightarrow \boldsymbol{A} \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO0483
lyche-numerical-linear-algebra_FO0484391.000\boldsymbol{x} \neq 0 \Longleftrightarrow \boldsymbol{A} \boldsymbol{x}=\mathbf{0} \boldsymbol{x}lyche-numerical-linear-algebra_FO0484
lyche-numerical-linear-algebra_FO0485391.000\boldsymbol{x} \neqlyche-numerical-linear-algebra_FO0485
lyche-numerical-linear-algebra_FO0486390.9810 \Longleftrightarrowlyche-numerical-linear-algebra_FO0486
lyche-numerical-linear-algebra_FO0487400.848\boldsymbol{A}=\left[\begin{array}{cc}\boldsymbol{B} & \boldsymbol{D} \\ 0 & \boldsymbol{C}\end{array}\right]lyche-numerical-linear-algebra_FO0487
lyche-numerical-linear-algebra_FO0488400.998\pi_{\boldsymbol{A}}=\pi_{\boldsymbol{B}} \cdot \pi_{\boldsymbol{C}}lyche-numerical-linear-algebra_FO0488
lyche-numerical-linear-algebra_FO0489401.000\boldsymbol{A}, \boldsymbol{B} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO0489
lyche-numerical-linear-algebra_FO0490401.0002 n \times 2 nlyche-numerical-linear-algebra_FO0490
lyche-numerical-linear-algebra_FO0491401.000\boldsymbol{A}, \ldots, \boldsymbol{Z}lyche-numerical-linear-algebra_FO0491
lyche-numerical-linear-algebra_FO0492401.000\boldsymbol{W}, \boldsymbol{X}, \boldsymbol{Y}lyche-numerical-linear-algebra_FO0492
lyche-numerical-linear-algebra_FO0493401.000\boldsymbol{Z}lyche-numerical-linear-algebra_FO0493
lyche-numerical-linear-algebra_FO0494401.000m \times mlyche-numerical-linear-algebra_FO0494
lyche-numerical-linear-algebra_FO0495401.000m=2^{k}lyche-numerical-linear-algebra_FO0495
lyche-numerical-linear-algebra_FO0496401.000k \geq 0lyche-numerical-linear-algebra_FO0496
lyche-numerical-linear-algebra_FO0497401.000\mathcal{O}\left(m^{\log _{2}(7)}\right)lyche-numerical-linear-algebra_FO0497
lyche-numerical-linear-algebra_FO0498401.000\log _{2}(7) \approx 2.8<3lyche-numerical-linear-algebra_FO0498
lyche-numerical-linear-algebra_FO0499411.0002 \times 2lyche-numerical-linear-algebra_FO0499
lyche-numerical-linear-algebra_FO0500411.000a, b, c, dlyche-numerical-linear-algebra_FO0500
lyche-numerical-linear-algebra_FO0501411.000a d-b c \neq 0lyche-numerical-linear-algebra_FO0501
lyche-numerical-linear-algebra_FO0502411.000\boldsymbol{B}, \boldsymbol{C} \inlyche-numerical-linear-algebra_FO0502
lyche-numerical-linear-algebra_FO0503411.000\mathbb{R}^{n \times m}lyche-numerical-linear-algebra_FO0503
lyche-numerical-linear-algebra_FO0504411.000n, m \in \mathbb{N}lyche-numerical-linear-algebra_FO0504
lyche-numerical-linear-algebra_FO0505411.000\left(\boldsymbol{I}+\boldsymbol{C}^{T} \boldsymbol{A}^{-1} \boldsymbol{B}\right)^{-1}lyche-numerical-linear-algebra_FO0505
lyche-numerical-linear-algebra_FO0506411.000\boldsymbol{u}, \boldsymbol{v} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO0506
lyche-numerical-linear-algebra_FO0507411.000\boldsymbol{v}^{T} \boldsymbol{u} \neq 1lyche-numerical-linear-algebra_FO0507
lyche-numerical-linear-algebra_FO0508411.000\boldsymbol{I}-\boldsymbol{u} \boldsymbol{v}^{T}lyche-numerical-linear-algebra_FO0508
lyche-numerical-linear-algebra_FO0509410.813\boldsymbol{I}-\tau \boldsymbol{u} \boldsymbol{v}^{T}lyche-numerical-linear-algebra_FO0509
lyche-numerical-linear-algebra_FO0510410.813\tau=1 /\left(\boldsymbol{v}^{T} \boldsymbol{u}-1\right)lyche-numerical-linear-algebra_FO0510
lyche-numerical-linear-algebra_FO0511411.000\boldsymbol{C}:=\boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO0511
lyche-numerical-linear-algebra_FO0512411.000\boldsymbol{a} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO0512
lyche-numerical-linear-algebra_FO0513411.000\overline{\boldsymbol{A}}lyche-numerical-linear-algebra_FO0513
lyche-numerical-linear-algebra_FO0514411.000\boldsymbol{a}^{T}lyche-numerical-linear-algebra_FO0514
lyche-numerical-linear-algebra_FO0515410.995\overline{\boldsymbol{A}}=\boldsymbol{A}-\boldsymbol{e}_{i}\left(\boldsymbol{e}_{i}^{T} \boldsymbol{A}-\boldsymbol{a}^{T}\right)lyche-numerical-linear-algebra_FO0515
lyche-numerical-linear-algebra_FO0516410.995\boldsymbol{e}_{i}lyche-numerical-linear-algebra_FO0516
lyche-numerical-linear-algebra_FO0517411.000\overline{\boldsymbol{C}}=\overline{\boldsymbol{A}}^{-1}lyche-numerical-linear-algebra_FO0517
lyche-numerical-linear-algebra_FO0518411.000\boldsymbol{a}lyche-numerical-linear-algebra_FO0518
lyche-numerical-linear-algebra_FO0519410.999\overline{\boldsymbol{C}}lyche-numerical-linear-algebra_FO0519
lyche-numerical-linear-algebra_FO0520410.999\lambda \neq 0lyche-numerical-linear-algebra_FO0520
lyche-numerical-linear-algebra_FO0521411.000\boldsymbol{A}, \boldsymbol{B}, \boldsymbol{C}, \boldsymbol{E} \inlyche-numerical-linear-algebra_FO0521
lyche-numerical-linear-algebra_FO0522411.000\boldsymbol{B} \boldsymbol{C}lyche-numerical-linear-algebra_FO0522
lyche-numerical-linear-algebra_FO0523411.000\boldsymbol{L} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO0523
lyche-numerical-linear-algebra_FO0524411.000\boldsymbol{A}=\boldsymbol{L}+\boldsymbol{L}^{T}lyche-numerical-linear-algebra_FO0524
lyche-numerical-linear-algebra_FO0525421.000\boldsymbol{E}^{T} \boldsymbol{A} \boldsymbol{E}=\boldsymbol{S}+\boldsymbol{S}^{T}lyche-numerical-linear-algebra_FO0525
lyche-numerical-linear-algebra_FO0526421.000\boldsymbol{S}=\boldsymbol{E}^{T} \boldsymbol{L} \boldsymbol{E}lyche-numerical-linear-algebra_FO0526
lyche-numerical-linear-algebra_FO0527421.000\boldsymbol{E}^{T} \boldsymbol{A} \boldsymbol{E}lyche-numerical-linear-algebra_FO0527
lyche-numerical-linear-algebra_FO0528421.000\left(x_{1}, y_{1}, z_{1}\right),\left(x_{2}, y_{2}, z_{2}\right),\left(x_{3}, y_{3}, z_{3}\right)lyche-numerical-linear-algebra_FO0528
lyche-numerical-linear-algebra_FO0529431.000P_{i}=\left(x_{i}, y_{i}\right), i=1,2,3lyche-numerical-linear-algebra_FO0529
lyche-numerical-linear-algebra_FO0530430.816T \mathrm{is}^{2}lyche-numerical-linear-algebra_FO0530
lyche-numerical-linear-algebra_FO0531430.999\prod_{i>j}\left(x_{i}-x_{j}\right)=\prod_{i=2}^{n}\left(x_{i}-x_{1}\right)\left(x_{i}-x_{2}\right) \cdots\left(x_{i}-x_{i-1}\right)lyche-numerical-linear-algebra_FO0531
lyche-numerical-linear-algebra_FO0532431.000\boldsymbol{\alpha}=\left[\alpha_{1}, \ldots, \alpha_{n}\right]^{T}, \boldsymbol{\beta}=lyche-numerical-linear-algebra_FO0532
lyche-numerical-linear-algebra_FO0533431.000\left[\beta_{1}, \ldots, \beta_{n}\right]^{T}lyche-numerical-linear-algebra_FO0533
lyche-numerical-linear-algebra_FO0534430.996a_{i, j}=1 /\left(\alpha_{i}+\beta_{j}\right), i, j=lyche-numerical-linear-algebra_FO0534
lyche-numerical-linear-algebra_FO0535431.0001,2, \ldots, nlyche-numerical-linear-algebra_FO0535
lyche-numerical-linear-algebra_FO0536430.997A(T)=A\left(A B P_{3} P_{1}\right)+A\left(P_{3} B C P_{2}\right)-A\left(P_{1} A C P_{2}\right)lyche-numerical-linear-algebra_FO0536
lyche-numerical-linear-algebra_FO0537430.997x_{n}^{k}lyche-numerical-linear-algebra_FO0537
lyche-numerical-linear-algebra_FO0538430.997klyche-numerical-linear-algebra_FO0538
lyche-numerical-linear-algebra_FO0539430.997k+1lyche-numerical-linear-algebra_FO0539
lyche-numerical-linear-algebra_FO0540430.997k=n-1, n-2, \ldots, 1lyche-numerical-linear-algebra_FO0540
lyche-numerical-linear-algebra_FO0541441.000P=\prod_{i=1}^{n} \prod_{j=1}^{n} a_{i j}lyche-numerical-linear-algebra_FO0541
lyche-numerical-linear-algebra_FO0542441.000\boldsymbol{\gamma}=\left[\gamma_{1}, \ldots, \gamma_{n}\right]^{T}lyche-numerical-linear-algebra_FO0542
lyche-numerical-linear-algebra_FO0543441.000\prod_{j=1}^{n}\left(\alpha_{i}+\beta_{j}\right)lyche-numerical-linear-algebra_FO0543
lyche-numerical-linear-algebra_FO0544441.000i=1,2, \ldots, nlyche-numerical-linear-algebra_FO0544
lyche-numerical-linear-algebra_FO0545440.999n-1lyche-numerical-linear-algebra_FO0545
lyche-numerical-linear-algebra_FO0546440.999\alpha_{r}+\beta_{s}lyche-numerical-linear-algebra_FO0546
lyche-numerical-linear-algebra_FO0547441.000\operatorname{det}(\boldsymbol{C})lyche-numerical-linear-algebra_FO0547
lyche-numerical-linear-algebra_FO0548441.000n(n-1)lyche-numerical-linear-algebra_FO0548
lyche-numerical-linear-algebra_FO0549440.997\operatorname{det}(\boldsymbol{C})=q(\alpha, \beta)lyche-numerical-linear-algebra_FO0549
lyche-numerical-linear-algebra_FO0550440.997qlyche-numerical-linear-algebra_FO0550
lyche-numerical-linear-algebra_FO0551441.000\alpha_{i}lyche-numerical-linear-algebra_FO0551
lyche-numerical-linear-algebra_FO0552441.000\beta_{j}lyche-numerical-linear-algebra_FO0552
lyche-numerical-linear-algebra_FO0553441.000\operatorname{det}(\boldsymbol{A})lyche-numerical-linear-algebra_FO0553
lyche-numerical-linear-algebra_FO0554441.000\alpha_{i}=\alpha_{j}lyche-numerical-linear-algebra_FO0554
lyche-numerical-linear-algebra_FO0555441.000\beta_{r}=\beta_{s}lyche-numerical-linear-algebra_FO0555
lyche-numerical-linear-algebra_FO0556441.000r \neq slyche-numerical-linear-algebra_FO0556
lyche-numerical-linear-algebra_FO0557441.000q(\boldsymbol{\alpha}, \boldsymbol{\beta})lyche-numerical-linear-algebra_FO0557
lyche-numerical-linear-algebra_FO0558441.000g(\boldsymbol{\alpha})lyche-numerical-linear-algebra_FO0558
lyche-numerical-linear-algebra_FO0559441.000g(\boldsymbol{\beta})lyche-numerical-linear-algebra_FO0559
lyche-numerical-linear-algebra_FO0560441.000\boldsymbol{\alpha}lyche-numerical-linear-algebra_FO0560
lyche-numerical-linear-algebra_FO0561441.000\boldsymbol{\beta}lyche-numerical-linear-algebra_FO0561
lyche-numerical-linear-algebra_FO0562441.000k=1lyche-numerical-linear-algebra_FO0562
lyche-numerical-linear-algebra_FO0563441.000\beta_{i}+\alpha_{i}=0, i=1,2, \ldots, nlyche-numerical-linear-algebra_FO0563
lyche-numerical-linear-algebra_FO0564441.000\boldsymbol{A}^{-1}=\left(b_{j, k}\right)lyche-numerical-linear-algebra_FO0564
lyche-numerical-linear-algebra_FO0565441.000\boldsymbol{H}_{n}=\left(h_{i, j}\right)lyche-numerical-linear-algebra_FO0565
lyche-numerical-linear-algebra_FO0566441.000h_{i, j}=1 /(i+j-1)lyche-numerical-linear-algebra_FO0566
lyche-numerical-linear-algebra_FO0567441.000t_{i, j}^{n}lyche-numerical-linear-algebra_FO0567
lyche-numerical-linear-algebra_FO0568441.000\boldsymbol{T}_{n}=\boldsymbol{H}_{n}^{-1}lyche-numerical-linear-algebra_FO0568
lyche-numerical-linear-algebra_FO0569451.000\boldsymbol{L}lyche-numerical-linear-algebra_FO0569
lyche-numerical-linear-algebra_FO0570451.000\boldsymbol{U}lyche-numerical-linear-algebra_FO0570
lyche-numerical-linear-algebra_FO0571451.000\boldsymbol{A}=lyche-numerical-linear-algebra_FO0571
lyche-numerical-linear-algebra_FO0572451.000\boldsymbol{L} \boldsymbol{U}lyche-numerical-linear-algebra_FO0572
lyche-numerical-linear-algebra_FO0573451.000\boldsymbol{A}=\boldsymbol{L} \boldsymbol{D} \boldsymbol{U}lyche-numerical-linear-algebra_FO0573
lyche-numerical-linear-algebra_FO0574451.000\boldsymbol{D}lyche-numerical-linear-algebra_FO0574
lyche-numerical-linear-algebra_FO0575451.000\boldsymbol{A}=\boldsymbol{Q} \boldsymbol{R}lyche-numerical-linear-algebra_FO0575
lyche-numerical-linear-algebra_FO0576451.000\boldsymbol{Q}lyche-numerical-linear-algebra_FO0576
lyche-numerical-linear-algebra_FO0577451.000\boldsymbol{Q}^{*} \boldsymbol{Q}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0577
lyche-numerical-linear-algebra_FO0578451.000\boldsymbol{R}lyche-numerical-linear-algebra_FO0578
lyche-numerical-linear-algebra_FO0579460.996[a, b], n+1 \geq 2lyche-numerical-linear-algebra_FO0579
lyche-numerical-linear-algebra_FO0580460.996[a, b]lyche-numerical-linear-algebra_FO0580
lyche-numerical-linear-algebra_FO0581461.000ylyche-numerical-linear-algebra_FO0581
lyche-numerical-linear-algebra_FO0582461.000\boldsymbol{y}:=\left[y_{1}, \ldots, y_{n+1}\right]^{T} \in \mathbb{R}^{n+1}lyche-numerical-linear-algebra_FO0582
lyche-numerical-linear-algebra_FO0583461.000g:[a, b] \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO0583
lyche-numerical-linear-algebra_FO0584471.000a \leq x_{1}<x_{2}<\cdots<x_{n+1} \leq blyche-numerical-linear-algebra_FO0584
lyche-numerical-linear-algebra_FO0585471.000n+1lyche-numerical-linear-algebra_FO0585
lyche-numerical-linear-algebra_FO0586471.000glyche-numerical-linear-algebra_FO0586
lyche-numerical-linear-algebra_FO0587471.000n=1, glyche-numerical-linear-algebra_FO0587
lyche-numerical-linear-algebra_FO0588471.000flyche-numerical-linear-algebra_FO0588
lyche-numerical-linear-algebra_FO0589471.000[a, b]=[-1,1]lyche-numerical-linear-algebra_FO0589
lyche-numerical-linear-algebra_FO0590471.000y_{i}=f\left(x_{i}\right), i=1, \ldots, 14lyche-numerical-linear-algebra_FO0590
lyche-numerical-linear-algebra_FO0591481.000p_{i}lyche-numerical-linear-algebra_FO0591
lyche-numerical-linear-algebra_FO0592481.000\leq 1lyche-numerical-linear-algebra_FO0592
lyche-numerical-linear-algebra_FO0593481.000p_{1}lyche-numerical-linear-algebra_FO0593
lyche-numerical-linear-algebra_FO0594480.656\leq 2lyche-numerical-linear-algebra_FO0594
lyche-numerical-linear-algebra_FO0595480.656C^{2}lyche-numerical-linear-algebra_FO0595
lyche-numerical-linear-algebra_FO0596490.950D_{2}lyche-numerical-linear-algebra_FO0596
lyche-numerical-linear-algebra_FO0597490.950\boldsymbol{y} \inlyche-numerical-linear-algebra_FO0597
lyche-numerical-linear-algebra_FO0598491.000\mathbb{R}^{n+1}lyche-numerical-linear-algebra_FO0598
lyche-numerical-linear-algebra_FO0599491.000x_{1}, \ldots, x_{n+1}lyche-numerical-linear-algebra_FO0599
lyche-numerical-linear-algebra_FO0600491.000\mu_{1}, \mu_{n+1}lyche-numerical-linear-algebra_FO0600
lyche-numerical-linear-algebra_FO0601491.000g \in C^{2}[a, b]lyche-numerical-linear-algebra_FO0601
lyche-numerical-linear-algebra_FO0602491.000g\left(x_{i}\right)=y_{i}, \quad i=1,2, \ldots, n+1lyche-numerical-linear-algebra_FO0602
lyche-numerical-linear-algebra_FO0603491.000\boldsymbol{D}_{\mathbf{2}}lyche-numerical-linear-algebra_FO0603
lyche-numerical-linear-algebra_FO0604491.000g^{\prime \prime}(a)=\mu_{1}, \quad g^{\prime \prime}(b)=\mu_{n+1}lyche-numerical-linear-algebra_FO0604
lyche-numerical-linear-algebra_FO0605491.000Nlyche-numerical-linear-algebra_FO0605
lyche-numerical-linear-algebra_FO0606491.000\mu_{1}=\mu_{n+1}=0lyche-numerical-linear-algebra_FO0606
lyche-numerical-linear-algebra_FO0607491.000n=2lyche-numerical-linear-algebra_FO0607
lyche-numerical-linear-algebra_FO0608491.000f:[0,2] \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO0608
lyche-numerical-linear-algebra_FO0609491.000[a, b]=[0,2], \boldsymbol{y}:=[0,1,16]^{T}lyche-numerical-linear-algebra_FO0609
lyche-numerical-linear-algebra_FO0610491.000\mu_{1}=g^{\prime \prime}(0)=0, \mu_{3}=g^{\prime \prime}(2)=lyche-numerical-linear-algebra_FO0610
lyche-numerical-linear-algebra_FO0611491.000x_{1}=0, x_{2}=1lyche-numerical-linear-algebra_FO0611
lyche-numerical-linear-algebra_FO0612491.000x_{3}=2lyche-numerical-linear-algebra_FO0612
lyche-numerical-linear-algebra_FO0613491.000p_{2}lyche-numerical-linear-algebra_FO0613
lyche-numerical-linear-algebra_FO0614491.000p_{1}(1)=p_{2}(1)=1, p_{1}^{\prime}(1)=p_{2}^{\prime}(1)=4, p_{1}^{\prime \prime}(1)=p_{2}^{\prime \prime}(1)=lyche-numerical-linear-algebra_FO0614
lyche-numerical-linear-algebra_FO0615491.000g \in C^{2}[0,2]lyche-numerical-linear-algebra_FO0615
lyche-numerical-linear-algebra_FO0616491.000g(0)=p_{1}(0)=0, g(1)=p_{2}(1)=1, g(2)=lyche-numerical-linear-algebra_FO0616
lyche-numerical-linear-algebra_FO0617491.000p_{2}(2)=16, g^{\prime \prime}(0)=p_{1}^{\prime \prime}(0)=0lyche-numerical-linear-algebra_FO0617
lyche-numerical-linear-algebra_FO0618491.000g^{\prime \prime}(2)=p_{2}^{\prime \prime}(2)=48lyche-numerical-linear-algebra_FO0618
lyche-numerical-linear-algebra_FO0619491.000p_{1}^{\prime \prime \prime}(x)=9 \neqlyche-numerical-linear-algebra_FO0619
lyche-numerical-linear-algebra_FO0620491.00039=p_{2}^{\prime \prime \prime}(x)lyche-numerical-linear-algebra_FO0620
lyche-numerical-linear-algebra_FO0621491.0003(n-1) C^{2}lyche-numerical-linear-algebra_FO0621
lyche-numerical-linear-algebra_FO0622491.0004 nlyche-numerical-linear-algebra_FO0622
lyche-numerical-linear-algebra_FO0623491.000p_{1}, \ldots, p_{n}lyche-numerical-linear-algebra_FO0623
lyche-numerical-linear-algebra_FO0625501.000(0,2)lyche-numerical-linear-algebra_FO0625
lyche-numerical-linear-algebra_FO0626501.000a<blyche-numerical-linear-algebra_FO0626
lyche-numerical-linear-algebra_FO0627501.000h=(b-a) / nlyche-numerical-linear-algebra_FO0627
lyche-numerical-linear-algebra_FO0628501.000n \geq 2, x_{i}=a+(i-1) hlyche-numerical-linear-algebra_FO0628
lyche-numerical-linear-algebra_FO0629501.000y_{i}, \mu_{i}lyche-numerical-linear-algebra_FO0629
lyche-numerical-linear-algebra_FO0630501.000i=1, \ldots, n+1lyche-numerical-linear-algebra_FO0630
lyche-numerical-linear-algebra_FO0631511.0001 \leq i \leq nlyche-numerical-linear-algebra_FO0631
lyche-numerical-linear-algebra_FO0632511.000p_{i}\left(x_{i}\right)=c_{i, 1}=y_{i}lyche-numerical-linear-algebra_FO0632
lyche-numerical-linear-algebra_FO0633511.000p_{i}^{\prime \prime}(x)=2 c_{i, 3}+6 c_{i, 4}\left(x-x_{i}\right)lyche-numerical-linear-algebra_FO0633
lyche-numerical-linear-algebra_FO0634511.000c_{i, 3}lyche-numerical-linear-algebra_FO0634
lyche-numerical-linear-algebra_FO0635511.000p_{i}^{\prime \prime}\left(x_{i}\right)=lyche-numerical-linear-algebra_FO0635
lyche-numerical-linear-algebra_FO0636511.0002 c_{i, 3}=\mu_{i}lyche-numerical-linear-algebra_FO0636
lyche-numerical-linear-algebra_FO0637511.000c_{i, 4}lyche-numerical-linear-algebra_FO0637
lyche-numerical-linear-algebra_FO0638511.000p_{i}^{\prime \prime}\left(x_{i+1}\right)=\mu_{i}+6 h c_{i, 4}=\mu_{i+1}lyche-numerical-linear-algebra_FO0638
lyche-numerical-linear-algebra_FO0639511.000c_{i, 2}lyche-numerical-linear-algebra_FO0639
lyche-numerical-linear-algebra_FO0640511.000p_{i}\left(x_{i+1}\right)=y_{i}+c_{i, 2} h+\frac{\mu_{i}}{2} h^{2}+\frac{\mu_{i+1}-\mu_{i}}{6 h} h^{3}=y_{i+1}lyche-numerical-linear-algebra_FO0640
lyche-numerical-linear-algebra_FO0641511.000j=0,1,2,3lyche-numerical-linear-algebra_FO0641
lyche-numerical-linear-algebra_FO0642511.000\left(x-x_{i}\right)^{j}lyche-numerical-linear-algebra_FO0642
lyche-numerical-linear-algebra_FO0643510.999\mu_{1}, \ldotslyche-numerical-linear-algebra_FO0643
lyche-numerical-linear-algebra_FO0644511.000\mu_{n+1}lyche-numerical-linear-algebra_FO0644
lyche-numerical-linear-algebra_FO0645510.973\mu_{1}, \ldots, \mu_{n+1}lyche-numerical-linear-algebra_FO0645
lyche-numerical-linear-algebra_FO0646510.973p_{i-1}\left(x_{i}\right)=p_{i}\left(x_{i}\right)=y_{i}lyche-numerical-linear-algebra_FO0646
lyche-numerical-linear-algebra_FO0647511.000p_{i-1}^{\prime \prime}\left(x_{i}\right)=p_{i}^{\prime \prime}\left(x_{i}\right)=\mu_{i}lyche-numerical-linear-algebra_FO0647
lyche-numerical-linear-algebra_FO0648511.000i=2, \ldots, nlyche-numerical-linear-algebra_FO0648
lyche-numerical-linear-algebra_FO0649511.000g \in C^{2}lyche-numerical-linear-algebra_FO0649
lyche-numerical-linear-algebra_FO0650511.000p_{i-1}^{\prime}\left(x_{i}\right)=p_{i}^{\prime}\left(x_{i}\right)lyche-numerical-linear-algebra_FO0650
lyche-numerical-linear-algebra_FO0651511.000g\left(x_{i}\right)=y_{i}, i=1, \ldots, n+1, g^{\prime \prime}(a)=p_{1}^{\prime \prime}\left(x_{1}\right)=\mu_{1}lyche-numerical-linear-algebra_FO0651
lyche-numerical-linear-algebra_FO0652511.000g^{\prime \prime}(b)=lyche-numerical-linear-algebra_FO0652
lyche-numerical-linear-algebra_FO0653511.000p_{n}^{\prime \prime}\left(x_{n+1}\right)=\mu_{n+1}lyche-numerical-linear-algebra_FO0653
lyche-numerical-linear-algebra_FO0654511.000\mu_{2}, \ldots, \mu_{n}lyche-numerical-linear-algebra_FO0654
lyche-numerical-linear-algebra_FO0655511.000n \geq 3lyche-numerical-linear-algebra_FO0655
lyche-numerical-linear-algebra_FO0656521.000\boldsymbol{A}=\left[a_{i j}\right] \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO0656
lyche-numerical-linear-algebra_FO0657521.000\left|x_{k}\right|=\max _{i}\left|x_{i}\right|lyche-numerical-linear-algebra_FO0657
lyche-numerical-linear-algebra_FO0658520.999\max _{1 \leq i \leq n}\left|x_{i}\right|=\left|x_{k}\right| \leq \frac{\left|b_{k}\right|}{\sigma_{k}} \leq \max _{1 \leq i \leq n}\left(\frac{\left|b_{i}\right|}{\sigma_{i}}\right)lyche-numerical-linear-algebra_FO0658
lyche-numerical-linear-algebra_FO0659520.999\max _{1 \leq i \leq n}\left|x_{i}\right| \leq 0lyche-numerical-linear-algebra_FO0659
lyche-numerical-linear-algebra_FO0660521.000g_{1}lyche-numerical-linear-algebra_FO0660
lyche-numerical-linear-algebra_FO0661521.000g_{2}lyche-numerical-linear-algebra_FO0661
lyche-numerical-linear-algebra_FO0662521.000g:=g_{1}-g_{2}lyche-numerical-linear-algebra_FO0662
lyche-numerical-linear-algebra_FO0663521.000\boldsymbol{y}=\mathbf{0}lyche-numerical-linear-algebra_FO0663
lyche-numerical-linear-algebra_FO0664521.000\left[\mu_{2}, \ldots, \mu_{n}\right]^{T}lyche-numerical-linear-algebra_FO0664
lyche-numerical-linear-algebra_FO0665521.000\mu_{1}=\mu_{n+1}lyche-numerical-linear-algebra_FO0665
lyche-numerical-linear-algebra_FO0666521.000c_{i, j}lyche-numerical-linear-algebra_FO0666
lyche-numerical-linear-algebra_FO0667521.000g=0lyche-numerical-linear-algebra_FO0667
lyche-numerical-linear-algebra_FO0668521.000g_{1}=g_{2}lyche-numerical-linear-algebra_FO0668
lyche-numerical-linear-algebra_FO0669521.000Blyche-numerical-linear-algebra_FO0669
lyche-numerical-linear-algebra_FO0670521.000[a, b]=[0,4]lyche-numerical-linear-algebra_FO0670
lyche-numerical-linear-algebra_FO0671521.000\boldsymbol{y}=lyche-numerical-linear-algebra_FO0671
lyche-numerical-linear-algebra_FO0672520.997\left[0, \frac{1}{6}, \frac{2}{3}, \frac{1}{6}, 0\right]lyche-numerical-linear-algebra_FO0672
lyche-numerical-linear-algebra_FO0673531.000\mu_{2}=\mu_{4}=1, \mu_{3}=-2lyche-numerical-linear-algebra_FO0673
lyche-numerical-linear-algebra_FO0674531.000\{0,1,2,3,4\}lyche-numerical-linear-algebra_FO0674
lyche-numerical-linear-algebra_FO0675531.000(0,4)lyche-numerical-linear-algebra_FO0675
lyche-numerical-linear-algebra_FO0676531.000D^{2}lyche-numerical-linear-algebra_FO0676
lyche-numerical-linear-algebra_FO0677531.000\boldsymbol{A}=\operatorname{tridiag}\left(a_{i}, d_{i}, c_{i}\right) \inlyche-numerical-linear-algebra_FO0677
lyche-numerical-linear-algebra_FO0678541.000\mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO0678
lyche-numerical-linear-algebra_FO0679541.000\boldsymbol{A}=\boldsymbol{L} \boldsymbol{U}lyche-numerical-linear-algebra_FO0679
lyche-numerical-linear-algebra_FO0680541.000\boldsymbol{A} \boldsymbol{x}=\boldsymbol{L} \boldsymbol{U} \boldsymbol{x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO0680
lyche-numerical-linear-algebra_FO0681541.000\boldsymbol{L} \boldsymbol{z}=\boldsymbol{b}lyche-numerical-linear-algebra_FO0681
lyche-numerical-linear-algebra_FO0682541.000\boldsymbol{U} \boldsymbol{x}=\boldsymbol{z}lyche-numerical-linear-algebra_FO0682
lyche-numerical-linear-algebra_FO0683541.000u_{1}, u_{2}, \ldots, u_{n-1}lyche-numerical-linear-algebra_FO0683
lyche-numerical-linear-algebra_FO0684540.999u_{n} \neq 0lyche-numerical-linear-algebra_FO0684
lyche-numerical-linear-algebra_FO0685540.999\boldsymbol{z}lyche-numerical-linear-algebra_FO0685
lyche-numerical-linear-algebra_FO0686541.000\boldsymbol{l} \in \mathbb{C}^{n-1}, \boldsymbol{u} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO0686
lyche-numerical-linear-algebra_FO0687540.852\boldsymbol{a}, \boldsymbol{c} \in \mathbb{C}^{n-1}, \boldsymbol{d} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO0687
lyche-numerical-linear-algebra_FO0688551.000\boldsymbol{l}, \in \mathbb{C}^{n-1}lyche-numerical-linear-algebra_FO0688
lyche-numerical-linear-algebra_FO0689551.000\boldsymbol{u} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO0689
lyche-numerical-linear-algebra_FO0690551.000\boldsymbol{b} \in \mathbb{C}^{n, r}lyche-numerical-linear-algebra_FO0690
lyche-numerical-linear-algebra_FO0691551.000r \in \mathbb{N}lyche-numerical-linear-algebra_FO0691
lyche-numerical-linear-algebra_FO0692551.000u_{k}lyche-numerical-linear-algebra_FO0692
lyche-numerical-linear-algebra_FO0693551.000k=1, \ldots, nlyche-numerical-linear-algebra_FO0693
lyche-numerical-linear-algebra_FO0694551.000a_{0}:=c_{n}:=0lyche-numerical-linear-algebra_FO0694
lyche-numerical-linear-algebra_FO0695551.000\left|u_{1}\right|=\left|d_{1}\right|=\sigma_{1}+\left|c_{1}\right|lyche-numerical-linear-algebra_FO0695
lyche-numerical-linear-algebra_FO0696551.000\left|u_{k}\right| \geqlyche-numerical-linear-algebra_FO0696
lyche-numerical-linear-algebra_FO0697550.999\sigma_{k}+\left|c_{k}\right|lyche-numerical-linear-algebra_FO0697
lyche-numerical-linear-algebra_FO0698550.9991 \leq k \leq n-1lyche-numerical-linear-algebra_FO0698
lyche-numerical-linear-algebra_FO0699550.999\left|c_{k}\right| /\left|u_{k}\right|<1lyche-numerical-linear-algebra_FO0699
lyche-numerical-linear-algebra_FO0700561.000u_{1}=d_{1}lyche-numerical-linear-algebra_FO0700
lyche-numerical-linear-algebra_FO0701561.000l_{k}lyche-numerical-linear-algebra_FO0701
lyche-numerical-linear-algebra_FO0702561.0003 n-3lyche-numerical-linear-algebra_FO0702
lyche-numerical-linear-algebra_FO0703561.000r(5 n-4)lyche-numerical-linear-algebra_FO0703
lyche-numerical-linear-algebra_FO0704561.000O(n)lyche-numerical-linear-algebra_FO0704
lyche-numerical-linear-algebra_FO0705561.0008 n-7lyche-numerical-linear-algebra_FO0705
lyche-numerical-linear-algebra_FO0706561.000r=1lyche-numerical-linear-algebra_FO0706
lyche-numerical-linear-algebra_FO0707560.939[0,1]lyche-numerical-linear-algebra_FO0707
lyche-numerical-linear-algebra_FO0708560.939ulyche-numerical-linear-algebra_FO0708
lyche-numerical-linear-algebra_FO0709561.000u(0)=u(1)=lyche-numerical-linear-algebra_FO0709
lyche-numerical-linear-algebra_FO0710561.000f(x)=1lyche-numerical-linear-algebra_FO0710
lyche-numerical-linear-algebra_FO0711561.000u(x)=x(x-1) / 2lyche-numerical-linear-algebra_FO0711
lyche-numerical-linear-algebra_FO0712561.000O\left(n^{3}\right)lyche-numerical-linear-algebra_FO0712
lyche-numerical-linear-algebra_FO0713571.000h:=1 /(m+1)lyche-numerical-linear-algebra_FO0713
lyche-numerical-linear-algebra_FO0714570.816x_{j}:=j hlyche-numerical-linear-algebra_FO0714
lyche-numerical-linear-algebra_FO0715570.816j=0,1, \ldots, m+1lyche-numerical-linear-algebra_FO0715
lyche-numerical-linear-algebra_FO0716570.958v_{j}lyche-numerical-linear-algebra_FO0716
lyche-numerical-linear-algebra_FO0717570.958u\left(x_{j}\right)lyche-numerical-linear-algebra_FO0717
lyche-numerical-linear-algebra_FO0718571.000h^{2}lyche-numerical-linear-algebra_FO0718
lyche-numerical-linear-algebra_FO0719571.000\boldsymbol{T}lyche-numerical-linear-algebra_FO0719
lyche-numerical-linear-algebra_FO0720570.999\boldsymbol{T}=\operatorname{tridiag}\left(a_{i}, d_{i}, c_{i}\right) \inlyche-numerical-linear-algebra_FO0720
lyche-numerical-linear-algebra_FO0721571.000\mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO0721
lyche-numerical-linear-algebra_FO0722571.000a_{i}=c_{i}=-1lyche-numerical-linear-algebra_FO0722
lyche-numerical-linear-algebra_FO0723571.000d_{i}=2lyche-numerical-linear-algebra_FO0723
lyche-numerical-linear-algebra_FO0724581.000\boldsymbol{A}_{1}lyche-numerical-linear-algebra_FO0724
lyche-numerical-linear-algebra_FO0725581.000\boldsymbol{A}_{2}lyche-numerical-linear-algebra_FO0725
lyche-numerical-linear-algebra_FO0726581.000\boldsymbol{A}_{3}lyche-numerical-linear-algebra_FO0726
lyche-numerical-linear-algebra_FO0727581.000\operatorname{det}\left(\boldsymbol{A}_{3}\right)=4 \neq 0lyche-numerical-linear-algebra_FO0727
lyche-numerical-linear-algebra_FO0728581.000\left|d_{1}\right|>\left|c_{1}\right|lyche-numerical-linear-algebra_FO0728
lyche-numerical-linear-algebra_FO0729580.574a_{i} \neq 0lyche-numerical-linear-algebra_FO0729
lyche-numerical-linear-algebra_FO0730580.574i=1, \ldots, n-2lyche-numerical-linear-algebra_FO0730
lyche-numerical-linear-algebra_FO0731580.574L Ulyche-numerical-linear-algebra_FO0731
lyche-numerical-linear-algebra_FO0732581.000d_{n} \neq 0lyche-numerical-linear-algebra_FO0732
lyche-numerical-linear-algebra_FO0733580.999k=1, \ldots, n-1lyche-numerical-linear-algebra_FO0733
lyche-numerical-linear-algebra_FO0734580.991\left|u_{k}\right|>\left|c_{k}\right|lyche-numerical-linear-algebra_FO0734
lyche-numerical-linear-algebra_FO0735580.798\left|u_{1}\right|=\left|d_{1}\right|>\left|c_{1}\right|lyche-numerical-linear-algebra_FO0735
lyche-numerical-linear-algebra_FO0736580.7981 \leq k \leq n-2lyche-numerical-linear-algebra_FO0736
lyche-numerical-linear-algebra_FO0737581.000k=n-1lyche-numerical-linear-algebra_FO0737
lyche-numerical-linear-algebra_FO0738581.000a_{n-1} \neq 0lyche-numerical-linear-algebra_FO0738
lyche-numerical-linear-algebra_FO0739581.000\left|u_{k+1}\right|>\left|d_{k+1}\right|-\left|a_{k}\right| \geq\left|c_{k+1}\right|lyche-numerical-linear-algebra_FO0739
lyche-numerical-linear-algebra_FO0740581.000\left|u_{n}\right|>\left|d_{n}\right|-\left|a_{n-1}\right| \geq 0lyche-numerical-linear-algebra_FO0740
lyche-numerical-linear-algebra_FO0741581.000a_{n-1}=0lyche-numerical-linear-algebra_FO0741
lyche-numerical-linear-algebra_FO0742581.000\left|u_{n}\right| \geq\left|d_{n}\right|>0lyche-numerical-linear-algebra_FO0742
lyche-numerical-linear-algebra_FO0743581.000\boldsymbol{T} \boldsymbol{v}=\boldsymbol{b}lyche-numerical-linear-algebra_FO0743
lyche-numerical-linear-algebra_FO0744581.000\boldsymbol{v}=\boldsymbol{T}^{-1} \boldsymbol{b}lyche-numerical-linear-algebra_FO0744
lyche-numerical-linear-algebra_FO0745581.000\boldsymbol{T}^{-1}lyche-numerical-linear-algebra_FO0745
lyche-numerical-linear-algebra_FO0746581.000\boldsymbol{T}^{-1} \boldsymbol{b}lyche-numerical-linear-algebra_FO0746
lyche-numerical-linear-algebra_FO0747581.000O\left(n^{2}\right)lyche-numerical-linear-algebra_FO0747
lyche-numerical-linear-algebra_FO0748591.000\boldsymbol{x} \inlyche-numerical-linear-algebra_FO0748
lyche-numerical-linear-algebra_FO0749591.000Llyche-numerical-linear-algebra_FO0749
lyche-numerical-linear-algebra_FO0750591.000x=0lyche-numerical-linear-algebra_FO0750
lyche-numerical-linear-algebra_FO0751591.000x=Llyche-numerical-linear-algebra_FO0751
lyche-numerical-linear-algebra_FO0752591.000Flyche-numerical-linear-algebra_FO0752
lyche-numerical-linear-algebra_FO0753591.000(L, 0)lyche-numerical-linear-algebra_FO0753
lyche-numerical-linear-algebra_FO0754591.000y(x)lyche-numerical-linear-algebra_FO0754
lyche-numerical-linear-algebra_FO0755591.000Rlyche-numerical-linear-algebra_FO0755
lyche-numerical-linear-algebra_FO0756591.000u:[0,1] \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO0756
lyche-numerical-linear-algebra_FO0757591.000u(t):=y(t L)lyche-numerical-linear-algebra_FO0757
lyche-numerical-linear-algebra_FO0758591.000u^{\prime \prime}(t)=lyche-numerical-linear-algebra_FO0758
lyche-numerical-linear-algebra_FO0759591.000L^{2} y^{\prime \prime}(t L)lyche-numerical-linear-algebra_FO0759
lyche-numerical-linear-algebra_FO0760591.000u=0lyche-numerical-linear-algebra_FO0760
lyche-numerical-linear-algebra_FO0761591.000F=0lyche-numerical-linear-algebra_FO0761
lyche-numerical-linear-algebra_FO0762591.000K=0lyche-numerical-linear-algebra_FO0762
lyche-numerical-linear-algebra_FO0763591.000u(t)=\sin (\pi t)lyche-numerical-linear-algebra_FO0763
lyche-numerical-linear-algebra_FO0764591.000u^{\prime \prime}(t)=-\pi^{2} u(t)lyche-numerical-linear-algebra_FO0764
lyche-numerical-linear-algebra_FO0765591.000K=\pi^{2}lyche-numerical-linear-algebra_FO0765
lyche-numerical-linear-algebra_FO0766591.000F=\frac{\pi^{2} R}{L^{2}}lyche-numerical-linear-algebra_FO0766
lyche-numerical-linear-algebra_FO0767591.000m \in \mathbb{N}, h:=1 /(m+lyche-numerical-linear-algebra_FO0767
lyche-numerical-linear-algebra_FO0768601.000v_{j} \approx u(j h)lyche-numerical-linear-algebra_FO0768
lyche-numerical-linear-algebra_FO0769601.000j=0, \ldots, m+1lyche-numerical-linear-algebra_FO0769
lyche-numerical-linear-algebra_FO0770601.000\lambda:=h^{2} Klyche-numerical-linear-algebra_FO0770
lyche-numerical-linear-algebra_FO0771601.000\lambda=4 \sin ^{2}(\pi h / 2)lyche-numerical-linear-algebra_FO0771
lyche-numerical-linear-algebra_FO0772601.000\lambda=lyche-numerical-linear-algebra_FO0772
lyche-numerical-linear-algebra_FO0773601.000h^{2} K=\frac{h^{2} F L^{2}}{R}lyche-numerical-linear-algebra_FO0773
lyche-numerical-linear-algebra_FO0774601.000hlyche-numerical-linear-algebra_FO0774
lyche-numerical-linear-algebra_FO0775601.000\frac{\pi^{2} R}{L^{2}}lyche-numerical-linear-algebra_FO0775
lyche-numerical-linear-algebra_FO0776600.997\boldsymbol{T}=\operatorname{tridiag}(-1,2,-1)lyche-numerical-linear-algebra_FO0776
lyche-numerical-linear-algebra_FO0777600.990a, d \in \mathbb{R}lyche-numerical-linear-algebra_FO0777
lyche-numerical-linear-algebra_FO0778600.990\mathbf{1 D}lyche-numerical-linear-algebra_FO0778
lyche-numerical-linear-algebra_FO0779601.000|d|>2|a|lyche-numerical-linear-algebra_FO0779
lyche-numerical-linear-algebra_FO0780611.000m=3lyche-numerical-linear-algebra_FO0780
lyche-numerical-linear-algebra_FO0781611.000\boldsymbol{T}_{1}=\left(t_{k j}\right)_{k, j}=lyche-numerical-linear-algebra_FO0781
lyche-numerical-linear-algebra_FO0782610.999\operatorname{tridiag}(a, d, a) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO0782
lyche-numerical-linear-algebra_FO0783610.999m \geq 2, a, d \in \mathbb{R}lyche-numerical-linear-algebra_FO0783
lyche-numerical-linear-algebra_FO0784610.999h=1 /(m+1)lyche-numerical-linear-algebra_FO0784
lyche-numerical-linear-algebra_FO0785611.000\boldsymbol{T}_{1} \boldsymbol{s}_{j}=\lambda_{j} \boldsymbol{s}_{j}lyche-numerical-linear-algebra_FO0785
lyche-numerical-linear-algebra_FO0786611.0001<k<mlyche-numerical-linear-algebra_FO0786
lyche-numerical-linear-algebra_FO0787611.000k=1, mlyche-numerical-linear-algebra_FO0787
lyche-numerical-linear-algebra_FO0788611.000j \pi h=j \pi /(m+1) \in(0, \pi)lyche-numerical-linear-algebra_FO0788
lyche-numerical-linear-algebra_FO0789610.988(0, \pi)lyche-numerical-linear-algebra_FO0789
lyche-numerical-linear-algebra_FO0790611.000\boldsymbol{T}_{1}lyche-numerical-linear-algebra_FO0790
lyche-numerical-linear-algebra_FO0791621.000i=\sqrt{-1}lyche-numerical-linear-algebra_FO0791
lyche-numerical-linear-algebra_FO0792621.000\boldsymbol{A}^{*}:=\overline{\boldsymbol{A}}^{T}lyche-numerical-linear-algebra_FO0792
lyche-numerical-linear-algebra_FO0793621.000\boldsymbol{x} \neq 0lyche-numerical-linear-algebra_FO0793
lyche-numerical-linear-algebra_FO0794620.998\boldsymbol{x}^{*}lyche-numerical-linear-algebra_FO0794
lyche-numerical-linear-algebra_FO0795620.998\boldsymbol{x}^{*} \boldsymbol{x}lyche-numerical-linear-algebra_FO0795
lyche-numerical-linear-algebra_FO0796620.998\lambda=\frac{\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}}{\boldsymbol{x}^{*} \boldsymbol{x}}lyche-numerical-linear-algebra_FO0796
lyche-numerical-linear-algebra_FO0797620.996\bar{\lambda}=\lambda^{*}=\frac{\left(\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}\right)^{*}}{\left(\boldsymbol{x}^{*} \boldsymbol{x}\right)^{*}}=\frac{\boldsymbol{x}^{*} \boldsymbol{A}^{*} \boldsymbol{x}}{\boldsymbol{x}^{*} \boldsymbol{x}}=\frac{\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}}{\boldsymbol{x}^{*} \boldsymbol{x}}=\lambdalyche-numerical-linear-algebra_FO0797
lyche-numerical-linear-algebra_FO0798620.725(\mu, \boldsymbol{y})lyche-numerical-linear-algebra_FO0798
lyche-numerical-linear-algebra_FO0799620.725\mu \neq \lambdalyche-numerical-linear-algebra_FO0799
lyche-numerical-linear-algebra_FO0800621.000\boldsymbol{y}^{*}lyche-numerical-linear-algebra_FO0800
lyche-numerical-linear-algebra_FO0801621.000\mulyche-numerical-linear-algebra_FO0801
lyche-numerical-linear-algebra_FO0802621.000\lambda \neq \mulyche-numerical-linear-algebra_FO0802
lyche-numerical-linear-algebra_FO0803621.000\boldsymbol{y}^{*} \boldsymbol{x}=0lyche-numerical-linear-algebra_FO0803
lyche-numerical-linear-algebra_FO0804621.000\boldsymbol{y}lyche-numerical-linear-algebra_FO0804
lyche-numerical-linear-algebra_FO0805630.997\left[\begin{array}{ll}\boldsymbol{A}_{11} & \boldsymbol{A}_{12} \\ \boldsymbol{A}_{21} & \boldsymbol{A}_{22}\end{array}\right]=\left[\begin{array}{l|ll}1 & 2 & 3 \\ \hline 4 & 5 & 6 \\ 7 & 8 & 9\end{array}\right]lyche-numerical-linear-algebra_FO0805
lyche-numerical-linear-algebra_FO0806630.949\left[\boldsymbol{a}_{: 1}, \boldsymbol{a}_{: 2}, \boldsymbol{a}_{: 3}\right]=\left[\begin{array}{c|c|c}1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9\end{array}\right]lyche-numerical-linear-algebra_FO0806
lyche-numerical-linear-algebra_FO0807630.125\left[\begin{array}{c}\boldsymbol{a}_{1}^{T} \\ \boldsymbol{a}_{2:}^{T} \\ \boldsymbol{a}_{3:}^{T}\end{array}\right]=\left[\begin{array}{l}\frac{123}{45} 6 \\ \hline \frac{789}{788}\end{array}\right]lyche-numerical-linear-algebra_FO0807
lyche-numerical-linear-algebra_FO0808630.673\left[\boldsymbol{A}_{11}, \boldsymbol{A}_{12}\right]=\left[\begin{array}{c|cc}1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9\end{array}\right]lyche-numerical-linear-algebra_FO0808
lyche-numerical-linear-algebra_FO0809630.902(i i)lyche-numerical-linear-algebra_FO0809
lyche-numerical-linear-algebra_FO0810630.902(i i i) \boldsymbol{A}lyche-numerical-linear-algebra_FO0810
lyche-numerical-linear-algebra_FO0811631.000\boldsymbol{A} \in \mathbb{C}^{m \times p}lyche-numerical-linear-algebra_FO0811
lyche-numerical-linear-algebra_FO0812631.000\boldsymbol{B} \in \mathbb{C}^{p \times n}lyche-numerical-linear-algebra_FO0812
lyche-numerical-linear-algebra_FO0813631.000\boldsymbol{B}=\left[\boldsymbol{b}_{: 1}, \ldots, \boldsymbol{b}_{: n}\right]lyche-numerical-linear-algebra_FO0813
lyche-numerical-linear-algebra_FO0814631.000\boldsymbol{A} \boldsymbol{e}_{j}lyche-numerical-linear-algebra_FO0814
lyche-numerical-linear-algebra_FO0815631.000j=1, \ldots, plyche-numerical-linear-algebra_FO0815
lyche-numerical-linear-algebra_FO0816631.000\boldsymbol{A}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0816
lyche-numerical-linear-algebra_FO0817631.000\boldsymbol{e}_{i}^{T} \boldsymbol{B}lyche-numerical-linear-algebra_FO0817
lyche-numerical-linear-algebra_FO0818631.000\boldsymbol{A} \boldsymbol{x}lyche-numerical-linear-algebra_FO0818
lyche-numerical-linear-algebra_FO0819641.000\boldsymbol{B}=\left[\boldsymbol{B}_{1}, \boldsymbol{B}_{2}\right]lyche-numerical-linear-algebra_FO0819
lyche-numerical-linear-algebra_FO0820641.000\boldsymbol{B}_{1} \in \mathbb{C}^{p \times r}lyche-numerical-linear-algebra_FO0820
lyche-numerical-linear-algebra_FO0821641.000\boldsymbol{B}_{2} \in \mathbb{C}^{p \times(n-r)}lyche-numerical-linear-algebra_FO0821
lyche-numerical-linear-algebra_FO0822640.993\boldsymbol{A}=\left[\begin{array}{l}\boldsymbol{A}_{1} \\ \boldsymbol{A}_{2}\end{array}\right]lyche-numerical-linear-algebra_FO0822
lyche-numerical-linear-algebra_FO0823640.993\boldsymbol{A}_{1} \in \mathbb{C}^{k \times p}lyche-numerical-linear-algebra_FO0823
lyche-numerical-linear-algebra_FO0824640.993\boldsymbol{A}_{2} \in \mathbb{C}^{(m-k) \times p}lyche-numerical-linear-algebra_FO0824
lyche-numerical-linear-algebra_FO0825640.985\boldsymbol{A}=\left[\boldsymbol{A}_{1}, \boldsymbol{A}_{2}\right]lyche-numerical-linear-algebra_FO0825
lyche-numerical-linear-algebra_FO0826640.985\boldsymbol{B}=\left[\begin{array}{l}\boldsymbol{B}_{1} \\ \boldsymbol{B}_{2}\end{array}\right]lyche-numerical-linear-algebra_FO0826
lyche-numerical-linear-algebra_FO0827640.985\boldsymbol{A}_{1} \in \mathbb{C}^{m \times s}, \boldsymbol{A}_{2} \in \mathbb{C}^{m \times(p-s)}, \boldsymbol{B}_{1} \inlyche-numerical-linear-algebra_FO0827
lyche-numerical-linear-algebra_FO0828641.000\mathbb{C}^{s \times n}lyche-numerical-linear-algebra_FO0828
lyche-numerical-linear-algebra_FO0829641.000\boldsymbol{B}_{2} \in \mathbb{C}^{(p-s) \times n}lyche-numerical-linear-algebra_FO0829
lyche-numerical-linear-algebra_FO0830641.000\boldsymbol{A}=\left[\begin{array}{ll}\boldsymbol{A}_{11} & \boldsymbol{A}_{12} \\ \boldsymbol{A}_{21} & \boldsymbol{A}_{22}\end{array}\right]lyche-numerical-linear-algebra_FO0830
lyche-numerical-linear-algebra_FO0831641.000\boldsymbol{B}=\left[\begin{array}{ll}\boldsymbol{B}_{11} & \boldsymbol{B}_{12} \\ \boldsymbol{B}_{21} & \boldsymbol{B}_{22}\end{array}\right]lyche-numerical-linear-algebra_FO0831
lyche-numerical-linear-algebra_FO0832641.000\boldsymbol{A}_{11}lyche-numerical-linear-algebra_FO0832
lyche-numerical-linear-algebra_FO0833641.000\boldsymbol{A}_{21}lyche-numerical-linear-algebra_FO0833
lyche-numerical-linear-algebra_FO0834641.000\boldsymbol{B}_{11}lyche-numerical-linear-algebra_FO0834
lyche-numerical-linear-algebra_FO0835641.000\boldsymbol{B}_{12}lyche-numerical-linear-algebra_FO0835
lyche-numerical-linear-algebra_FO0836651.000\boldsymbol{A}_{i k} \boldsymbol{B}_{k j}lyche-numerical-linear-algebra_FO0836
lyche-numerical-linear-algebra_FO0837651.000\boldsymbol{A}, \boldsymbol{A}_{11}lyche-numerical-linear-algebra_FO0837
lyche-numerical-linear-algebra_FO0838651.000\boldsymbol{A}_{22}lyche-numerical-linear-algebra_FO0838
lyche-numerical-linear-algebra_FO0839651.000\boldsymbol{B}:=\boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO0839
lyche-numerical-linear-algebra_FO0840661.000\boldsymbol{B}_{21}=lyche-numerical-linear-algebra_FO0840
lyche-numerical-linear-algebra_FO0841660.577\mathbf{0 A}_{11}^{-1}=\mathbf{0}lyche-numerical-linear-algebra_FO0841
lyche-numerical-linear-algebra_FO0842661.000\boldsymbol{B}_{22} \boldsymbol{A}_{22}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0842
lyche-numerical-linear-algebra_FO0843661.000a_{i i}lyche-numerical-linear-algebra_FO0843
lyche-numerical-linear-algebra_FO0844661.000a_{i i}^{-1}, i=1, \ldots, nlyche-numerical-linear-algebra_FO0844
lyche-numerical-linear-algebra_FO0845660.785a_{11}lyche-numerical-linear-algebra_FO0845
lyche-numerical-linear-algebra_FO0846660.785a_{11} \neq \mathbf{0}lyche-numerical-linear-algebra_FO0846
lyche-numerical-linear-algebra_FO0847660.785\boldsymbol{A}^{-1}=\left[a_{11}^{-1}\right]lyche-numerical-linear-algebra_FO0847
lyche-numerical-linear-algebra_FO0848661.000\boldsymbol{A} \in \mathbb{C}^{(k+1) \times(k+1)}lyche-numerical-linear-algebra_FO0848
lyche-numerical-linear-algebra_FO0849661.000\boldsymbol{A}_{k} \in \mathbb{C}^{k \times k}lyche-numerical-linear-algebra_FO0849
lyche-numerical-linear-algebra_FO0850661.0002.4 \boldsymbol{A}lyche-numerical-linear-algebra_FO0850
lyche-numerical-linear-algebra_FO0851661.000\boldsymbol{A}_{k}lyche-numerical-linear-algebra_FO0851
lyche-numerical-linear-algebra_FO0852661.000\left(a_{k+1, k+1}\right)lyche-numerical-linear-algebra_FO0852
lyche-numerical-linear-algebra_FO0853661.000\boldsymbol{c} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO0853
lyche-numerical-linear-algebra_FO0854661.000a_{11}, \ldots, a_{k k}lyche-numerical-linear-algebra_FO0854
lyche-numerical-linear-algebra_FO0855661.000\boldsymbol{A}_{k}^{-1}lyche-numerical-linear-algebra_FO0855
lyche-numerical-linear-algebra_FO0856661.000a_{i i}^{-1}, i=1, \ldots, klyche-numerical-linear-algebra_FO0856
lyche-numerical-linear-algebra_FO0857660.515\boldsymbol{C}=\boldsymbol{A B}=\left(c_{i j}\right)lyche-numerical-linear-algebra_FO0857
lyche-numerical-linear-algebra_FO0858661.000\boldsymbol{A}=\left(a_{i j}\right)lyche-numerical-linear-algebra_FO0858
lyche-numerical-linear-algebra_FO0859661.000\boldsymbol{B}=\left(b_{i j}\right)lyche-numerical-linear-algebra_FO0859
lyche-numerical-linear-algebra_FO0860661.000c_{i i}=a_{i i} b_{i i}lyche-numerical-linear-algebra_FO0860
lyche-numerical-linear-algebra_FO0861670.822\left\{\left(x-x_{i}\right)^{j}\right\}_{0 \leq j \leq n}lyche-numerical-linear-algebra_FO0861
lyche-numerical-linear-algebra_FO0862670.822n .^{3}lyche-numerical-linear-algebra_FO0862
lyche-numerical-linear-algebra_FO0863671.000D_{1}lyche-numerical-linear-algebra_FO0863
lyche-numerical-linear-algebra_FO0864671.000g^{\prime}(a)=lyche-numerical-linear-algebra_FO0864
lyche-numerical-linear-algebra_FO0865671.000s_{1}lyche-numerical-linear-algebra_FO0865
lyche-numerical-linear-algebra_FO0866671.000g^{\prime}(b)=s_{n+1}lyche-numerical-linear-algebra_FO0866
lyche-numerical-linear-algebra_FO0867671.000s_{n+1}lyche-numerical-linear-algebra_FO0867
lyche-numerical-linear-algebra_FO0868671.000\delta^{2} y_{i}:=y_{i+1}-2 y_{i}+y_{i-1}, i=2, \ldots, nlyche-numerical-linear-algebra_FO0868
lyche-numerical-linear-algebra_FO0869671.000g^{\prime}\left(x_{1}\right)lyche-numerical-linear-algebra_FO0869
lyche-numerical-linear-algebra_FO0870671.000g^{\prime}\left(x_{n+1}\right)lyche-numerical-linear-algebra_FO0870
lyche-numerical-linear-algebra_FO0871671.000x_{i}lyche-numerical-linear-algebra_FO0871
lyche-numerical-linear-algebra_FO0872680.999h \in C^{2}[a, b]lyche-numerical-linear-algebra_FO0872
lyche-numerical-linear-algebra_FO0873680.999h\left(x_{i}\right)=g\left(x_{i}\right), i=1, \ldots, n+1lyche-numerical-linear-algebra_FO0873
lyche-numerical-linear-algebra_FO0874681.000\int_{a}^{b} g^{\prime \prime} e^{\prime \prime}=\left[g^{\prime \prime} e^{\prime}\right]_{a}^{b}-\int_{a}^{b} g^{\prime \prime \prime} e^{\prime}lyche-numerical-linear-algebra_FO0874
lyche-numerical-linear-algebra_FO0875681.000g^{\prime \prime}lyche-numerical-linear-algebra_FO0875
lyche-numerical-linear-algebra_FO0876681.000g^{\prime \prime}(b)=g^{\prime \prime}(a)=0lyche-numerical-linear-algebra_FO0876
lyche-numerical-linear-algebra_FO0877681.000g^{\prime \prime \prime}lyche-numerical-linear-algebra_FO0877
lyche-numerical-linear-algebra_FO0878680.998v_{i}lyche-numerical-linear-algebra_FO0878
lyche-numerical-linear-algebra_FO0879680.998x_{i}, x_{i+1}lyche-numerical-linear-algebra_FO0879
lyche-numerical-linear-algebra_FO0880680.998e\left(x_{i}\right)=0lyche-numerical-linear-algebra_FO0880
lyche-numerical-linear-algebra_FO0881681.000h=g+elyche-numerical-linear-algebra_FO0881
lyche-numerical-linear-algebra_FO0882681.000\boldsymbol{y} \in \mathbb{R}^{n+1}lyche-numerical-linear-algebra_FO0882
lyche-numerical-linear-algebra_FO0883681.000\boldsymbol{x}=\left[x_{1}, \ldots, x_{n}\right]lyche-numerical-linear-algebra_FO0883
lyche-numerical-linear-algebra_FO0884691.000\boldsymbol{C} \in \mathbb{R}^{n \times 4}lyche-numerical-linear-algebra_FO0884
lyche-numerical-linear-algebra_FO0885691.000g\left(r_{j}\right)lyche-numerical-linear-algebra_FO0885
lyche-numerical-linear-algebra_FO0886691.000\boldsymbol{r}=\left[r_{1}, \ldots, r_{m}\right] \inlyche-numerical-linear-algebra_FO0886
lyche-numerical-linear-algebra_FO0887691.000i_{j}lyche-numerical-linear-algebra_FO0887
lyche-numerical-linear-algebra_FO0888691.000g\left(r_{j}\right)=p_{i_{j}}\left(r_{j}\right)lyche-numerical-linear-algebra_FO0888
lyche-numerical-linear-algebra_FO0889691.000k \in \mathbb{N}, \boldsymbol{t}=\left[t_{1}, \ldots, t_{k}\right]lyche-numerical-linear-algebra_FO0889
lyche-numerical-linear-algebra_FO0890691.000i=1lyche-numerical-linear-algebra_FO0890
lyche-numerical-linear-algebra_FO0891691.000x<t_{2}, i=klyche-numerical-linear-algebra_FO0891
lyche-numerical-linear-algebra_FO0892691.000x \geq t_{k}lyche-numerical-linear-algebra_FO0892
lyche-numerical-linear-algebra_FO0893691.000t_{i} \leqlyche-numerical-linear-algebra_FO0893
lyche-numerical-linear-algebra_FO0894691.000x<t_{i+1}lyche-numerical-linear-algebra_FO0894
lyche-numerical-linear-algebra_FO0895691.000\boldsymbol{x} \in \mathbb{R}^{m}lyche-numerical-linear-algebra_FO0895
lyche-numerical-linear-algebra_FO0896691.000\boldsymbol{i}lyche-numerical-linear-algebra_FO0896
lyche-numerical-linear-algebra_FO0897691.000\boldsymbol{i}=\left[i_{1}, \ldots, i_{m}\right]lyche-numerical-linear-algebra_FO0897
lyche-numerical-linear-algebra_FO0898701.000\boldsymbol{x}, \boldsymbol{C}lyche-numerical-linear-algebra_FO0898
lyche-numerical-linear-algebra_FO0899701.000\boldsymbol{G}=g(\boldsymbol{X})lyche-numerical-linear-algebra_FO0899
lyche-numerical-linear-algebra_FO0900711.000f \in C^{2}[x-h, x+h]lyche-numerical-linear-algebra_FO0900
lyche-numerical-linear-algebra_FO0901711.000\eta_{2}lyche-numerical-linear-algebra_FO0901
lyche-numerical-linear-algebra_FO0902711.000f \in C^{4}[x-h, x+h]lyche-numerical-linear-algebra_FO0902
lyche-numerical-linear-algebra_FO0903711.000\eta_{4}lyche-numerical-linear-algebra_FO0903
lyche-numerical-linear-algebra_FO0904711.000\delta^{2} f(x)lyche-numerical-linear-algebra_FO0904
lyche-numerical-linear-algebra_FO0905711.000f, qlyche-numerical-linear-algebra_FO0905
lyche-numerical-linear-algebra_FO0906711.000q(x) \geq 0lyche-numerical-linear-algebra_FO0906
lyche-numerical-linear-algebra_FO0907711.000x \in[a, b]lyche-numerical-linear-algebra_FO0907
lyche-numerical-linear-algebra_FO0908711.000m \in \mathbb{N}, h=(b-a) /(m+1), x_{j}=a+j hlyche-numerical-linear-algebra_FO0908
lyche-numerical-linear-algebra_FO0909710.993v_{0}=g_{0}lyche-numerical-linear-algebra_FO0909
lyche-numerical-linear-algebra_FO0910710.993v_{m+1}=g_{1}lyche-numerical-linear-algebra_FO0910
lyche-numerical-linear-algebra_FO0911711.000\boldsymbol{A} \boldsymbol{v}=\boldsymbol{b}lyche-numerical-linear-algebra_FO0911
lyche-numerical-linear-algebra_FO0912710.523\operatorname{tridiag}\left(a_{j}, d_{j} . c_{j}\right) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO0912
lyche-numerical-linear-algebra_FO0913721.000\frac{h}{2}|r(x)|<1lyche-numerical-linear-algebra_FO0913
lyche-numerical-linear-algebra_FO0914721.000v_{1}, \ldots, v_{m}lyche-numerical-linear-algebra_FO0914
lyche-numerical-linear-algebra_FO0915721.000r=0, f=q=1lyche-numerical-linear-algebra_FO0915
lyche-numerical-linear-algebra_FO0916721.000u(0)=1, u(1)=0lyche-numerical-linear-algebra_FO0916
lyche-numerical-linear-algebra_FO0917721.000u(x)=1-\sinh x / \sinh 1lyche-numerical-linear-algebra_FO0917
lyche-numerical-linear-algebra_FO0918721.000h=0.1,0.05,0.025,0.0125lyche-numerical-linear-algebra_FO0918
lyche-numerical-linear-algebra_FO0919721.000\max _{1 \leq j \leq m}\left|u\left(x_{j}\right)-v_{j}\right|lyche-numerical-linear-algebra_FO0919
lyche-numerical-linear-algebra_FO0920721.000v_{j}, j=lyche-numerical-linear-algebra_FO0920
lyche-numerical-linear-algebra_FO0921721.0000, \ldots, m+1lyche-numerical-linear-algebra_FO0921
lyche-numerical-linear-algebra_FO0922721.000h=0.1lyche-numerical-linear-algebra_FO0922
lyche-numerical-linear-algebra_FO0923721.000h^{p}lyche-numerical-linear-algebra_FO0923
lyche-numerical-linear-algebra_FO0924721.000a_{i, i+1} a_{i+1, i}>0lyche-numerical-linear-algebra_FO0924
lyche-numerical-linear-algebra_FO0925721.000\boldsymbol{D}=\operatorname{diag}\left(d_{1}, \ldots, d_{n}\right)lyche-numerical-linear-algebra_FO0925
lyche-numerical-linear-algebra_FO0926721.000d_{i}>0lyche-numerical-linear-algebra_FO0926
lyche-numerical-linear-algebra_FO0927721.000\boldsymbol{B}:=\boldsymbol{D} \boldsymbol{A} \boldsymbol{D}^{-1}lyche-numerical-linear-algebra_FO0927
lyche-numerical-linear-algebra_FO0928731.000\boldsymbol{T}=\boldsymbol{L} \boldsymbol{U}lyche-numerical-linear-algebra_FO0928
lyche-numerical-linear-algebra_FO0929730.998\boldsymbol{S} \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO0929
lyche-numerical-linear-algebra_FO0930731.000s_{i j}lyche-numerical-linear-algebra_FO0930
lyche-numerical-linear-algebra_FO0931731.000\boldsymbol{S} \boldsymbol{T}=\boldsymbol{I}lyche-numerical-linear-algebra_FO0931
lyche-numerical-linear-algebra_FO0932731.000\boldsymbol{T}^{-1}=\boldsymbol{S}lyche-numerical-linear-algebra_FO0932
lyche-numerical-linear-algebra_FO0933731.000a_{i j}=\boldsymbol{e}_{i}^{T} \boldsymbol{A} \boldsymbol{e}_{j}lyche-numerical-linear-algebra_FO0933
lyche-numerical-linear-algebra_FO0934731.000\boldsymbol{A}=\sum_{i=1}^{m} \sum_{j=1}^{n} a_{i j} \boldsymbol{e}_{i} \boldsymbol{e}_{j}^{T}lyche-numerical-linear-algebra_FO0934
lyche-numerical-linear-algebra_FO0935730.942\boldsymbol{A}^{T} \boldsymbol{A}lyche-numerical-linear-algebra_FO0935
lyche-numerical-linear-algebra_FO0936730.942\boldsymbol{B}=\boldsymbol{A}^{T} \boldsymbol{A}lyche-numerical-linear-algebra_FO0936
lyche-numerical-linear-algebra_FO0937731.000b_{i j}=\boldsymbol{a}_{: i}^{T} \boldsymbol{a}_{: j}lyche-numerical-linear-algebra_FO0937
lyche-numerical-linear-algebra_FO0938731.000\boldsymbol{B} \in \mathbb{R}^{p \times n}lyche-numerical-linear-algebra_FO0938
lyche-numerical-linear-algebra_FO0939731.000\boldsymbol{A} \in \mathbb{R}^{m \times n}, \boldsymbol{B} \in \mathbb{R}^{m \times p}lyche-numerical-linear-algebra_FO0939
lyche-numerical-linear-algebra_FO0940731.000\boldsymbol{X} \in \mathbb{R}^{n \times p}lyche-numerical-linear-algebra_FO0940
lyche-numerical-linear-algebra_FO0941740.989\boldsymbol{B}=lyche-numerical-linear-algebra_FO0941
lyche-numerical-linear-algebra_FO0942741.000\left[\begin{array}{c}\boldsymbol{B}_{1} \\ \mathbf{0}\end{array}\right]lyche-numerical-linear-algebra_FO0942
lyche-numerical-linear-algebra_FO0943741.000\boldsymbol{A} \boldsymbol{B}=\boldsymbol{A}_{1} \boldsymbol{B}_{1}lyche-numerical-linear-algebra_FO0943
lyche-numerical-linear-algebra_FO0944740.999\boldsymbol{A}, \boldsymbol{B}, \boldsymbol{C} \inlyche-numerical-linear-algebra_FO0944
lyche-numerical-linear-algebra_FO0945741.000\boldsymbol{A}_{1}, \boldsymbol{B}_{1}, \boldsymbol{C}_{1} \in \mathbb{R}^{(n-1) \times(n-1)}lyche-numerical-linear-algebra_FO0945
lyche-numerical-linear-algebra_FO0946740.921\boldsymbol{T} \boldsymbol{x}=\boldsymbol{b} ?lyche-numerical-linear-algebra_FO0946
lyche-numerical-linear-algebra_FO0947741.000\left[\begin{array}{cc}1 & 1+i \\ 1+i & 2\end{array}\right]lyche-numerical-linear-algebra_FO0947
lyche-numerical-linear-algebra_FO0948751.000\boldsymbol{P}lyche-numerical-linear-algebra_FO0948
lyche-numerical-linear-algebra_FO0949750.9513 \times 3lyche-numerical-linear-algebra_FO0949
lyche-numerical-linear-algebra_FO0950761.000a_{11}^{(1)} \neq 0lyche-numerical-linear-algebra_FO0950
lyche-numerical-linear-algebra_FO0951761.000l_{21}^{(1)}:=lyche-numerical-linear-algebra_FO0951
lyche-numerical-linear-algebra_FO0952760.997a_{21}^{(1)} / a_{11}^{(1)}lyche-numerical-linear-algebra_FO0952
lyche-numerical-linear-algebra_FO0953760.997l_{31}^{(1)}:=a_{31}^{(1)} / a_{11}^{(1)}lyche-numerical-linear-algebra_FO0953
lyche-numerical-linear-algebra_FO0954761.000b_{i}^{(2)}=b_{i}^{(1)}-l_{i 1}^{(1)} b_{i}^{(1)}lyche-numerical-linear-algebra_FO0954
lyche-numerical-linear-algebra_FO0955761.000i=2,3lyche-numerical-linear-algebra_FO0955
lyche-numerical-linear-algebra_FO0956761.000a_{i j}^{(2)}=a_{i j}^{(1)}-l_{i, 1}^{(1)} a_{1 j}^{(1)}lyche-numerical-linear-algebra_FO0956
lyche-numerical-linear-algebra_FO0957761.000i, j=2,3lyche-numerical-linear-algebra_FO0957
lyche-numerical-linear-algebra_FO0958761.000a_{11}^{(1)}=0lyche-numerical-linear-algebra_FO0958
lyche-numerical-linear-algebra_FO0959761.000a_{21}^{(1)} \neq 0lyche-numerical-linear-algebra_FO0959
lyche-numerical-linear-algebra_FO0960761.000a_{11}^{(1)}=lyche-numerical-linear-algebra_FO0960
lyche-numerical-linear-algebra_FO0961760.997a_{21}^{(1)}=0lyche-numerical-linear-algebra_FO0961
lyche-numerical-linear-algebra_FO0962760.705a_{22}^{(2)} \neq 0lyche-numerical-linear-algebra_FO0962
lyche-numerical-linear-algebra_FO0963760.705l_{32}^{(2)}:=a_{32}^{(2)} / a_{22}^{(2)}lyche-numerical-linear-algebra_FO0963
lyche-numerical-linear-algebra_FO0964760.705{ }^{\prime}lyche-numerical-linear-algebra_FO0964
lyche-numerical-linear-algebra_FO0965761.000a_{33}^{(3)}=a_{33}^{(2)}-l_{32}^{(2)} a_{23}^{(2)}lyche-numerical-linear-algebra_FO0965
lyche-numerical-linear-algebra_FO0966761.000b_{3}^{(3)}=b_{3}^{(2)}-l_{32}^{(2)} b_{2}^{(2)}lyche-numerical-linear-algebra_FO0966
lyche-numerical-linear-algebra_FO0967761.000a_{22}^{(2)}=0lyche-numerical-linear-algebra_FO0967
lyche-numerical-linear-algebra_FO0968761.000a_{32}^{(2)} \neq 0lyche-numerical-linear-algebra_FO0968
lyche-numerical-linear-algebra_FO0969761.000a_{k k}^{(k)} \neq 0, k=1,2lyche-numerical-linear-algebra_FO0969
lyche-numerical-linear-algebra_FO0970771.000\boldsymbol{A}^{(1)}lyche-numerical-linear-algebra_FO0970
lyche-numerical-linear-algebra_FO0971771.000\boldsymbol{A}^{(k)} \boldsymbol{x}=\boldsymbol{b}^{(k)}lyche-numerical-linear-algebra_FO0971
lyche-numerical-linear-algebra_FO0972771.000k=lyche-numerical-linear-algebra_FO0972
lyche-numerical-linear-algebra_FO0973771.0001, \ldots, nlyche-numerical-linear-algebra_FO0973
lyche-numerical-linear-algebra_FO0974771.000\boldsymbol{A}^{(1)}=\boldsymbol{A}, \boldsymbol{b}^{(1)}=\boldsymbol{b}lyche-numerical-linear-algebra_FO0974
lyche-numerical-linear-algebra_FO0975771.000\boldsymbol{A}^{(k)}lyche-numerical-linear-algebra_FO0975
lyche-numerical-linear-algebra_FO0976771.000k-1lyche-numerical-linear-algebra_FO0976
lyche-numerical-linear-algebra_FO0977771.000\boldsymbol{A}^{(n)}lyche-numerical-linear-algebra_FO0977
lyche-numerical-linear-algebra_FO0978771.000\boldsymbol{A}^{(n)} \boldsymbol{x}=\boldsymbol{b}^{(n)}lyche-numerical-linear-algebra_FO0978
lyche-numerical-linear-algebra_FO0979771.000\boldsymbol{A}^{(k+1)}lyche-numerical-linear-algebra_FO0979
lyche-numerical-linear-algebra_FO0980781.000j=klyche-numerical-linear-algebra_FO0980
lyche-numerical-linear-algebra_FO0981781.000a_{i k}^{(k+1)}=a_{i k}^{(k)}-\frac{a_{i k}^{(k)}}{a_{k k}^{(k)}} a_{k k}^{(k)}=0lyche-numerical-linear-algebra_FO0981
lyche-numerical-linear-algebra_FO0982781.000k+1, \ldots, nlyche-numerical-linear-algebra_FO0982
lyche-numerical-linear-algebra_FO0983781.000l_{i k}^{(k)}lyche-numerical-linear-algebra_FO0983
lyche-numerical-linear-algebra_FO0984781.000a_{k k}^{(k)}lyche-numerical-linear-algebra_FO0984
lyche-numerical-linear-algebra_FO0985781.000\boldsymbol{A}_{[k]} \in \mathbb{C}^{k \times k}lyche-numerical-linear-algebra_FO0985
lyche-numerical-linear-algebra_FO0986780.997\boldsymbol{B} \in \mathbb{C}^{k \times k}lyche-numerical-linear-algebra_FO0986
lyche-numerical-linear-algebra_FO0987780.997\boldsymbol{B}=\boldsymbol{A}(\boldsymbol{r}, \boldsymbol{r})lyche-numerical-linear-algebra_FO0987
lyche-numerical-linear-algebra_FO0988781.000\boldsymbol{r}=\left[r_{1}, \ldots, r_{k}\right]lyche-numerical-linear-algebra_FO0988
lyche-numerical-linear-algebra_FO0989781.0001 \leq r_{1}<\cdots<r_{k} \leq nlyche-numerical-linear-algebra_FO0989
lyche-numerical-linear-algebra_FO0990781.000r_{j}=jlyche-numerical-linear-algebra_FO0990
lyche-numerical-linear-algebra_FO0991781.000j=1, \ldots, klyche-numerical-linear-algebra_FO0991
lyche-numerical-linear-algebra_FO0992781.000\boldsymbol{A}=\left[\begin{array}{lll}1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9\end{array}\right]lyche-numerical-linear-algebra_FO0992
lyche-numerical-linear-algebra_FO0993781.000a_{k, k}^{(k)} \neq 0lyche-numerical-linear-algebra_FO0993
lyche-numerical-linear-algebra_FO0994781.000\boldsymbol{A}_{[k]}lyche-numerical-linear-algebra_FO0994
lyche-numerical-linear-algebra_FO0995791.000\boldsymbol{B}_{k}=\boldsymbol{A}_{k-1}^{(k)}lyche-numerical-linear-algebra_FO0995
lyche-numerical-linear-algebra_FO0996791.000\boldsymbol{B}_{k}lyche-numerical-linear-algebra_FO0996
lyche-numerical-linear-algebra_FO0997791.000\boldsymbol{A}_{[k-1]}lyche-numerical-linear-algebra_FO0997
lyche-numerical-linear-algebra_FO0998791.000\boldsymbol{B}_{k+1}lyche-numerical-linear-algebra_FO0998
lyche-numerical-linear-algebra_FO0999791.000a_{11}^{(1)} \cdots a_{k k}^{(k)} \neq 0lyche-numerical-linear-algebra_FO0999
lyche-numerical-linear-algebra_FO1000791.0001, \ldots, n-1lyche-numerical-linear-algebra_FO1000
lyche-numerical-linear-algebra_FO1001791.000\operatorname{det}\left(\boldsymbol{A}_{[k]}\right) \neq 0lyche-numerical-linear-algebra_FO1001
lyche-numerical-linear-algebra_FO1002791.000l_{i j}^{(j)}lyche-numerical-linear-algebra_FO1002
lyche-numerical-linear-algebra_FO1003791.000a_{i j}^{(i)}lyche-numerical-linear-algebra_FO1003
lyche-numerical-linear-algebra_FO1004791.000i \leq jlyche-numerical-linear-algebra_FO1004
lyche-numerical-linear-algebra_FO1005791.000a_{n n}^{(n)}=0lyche-numerical-linear-algebra_FO1005
lyche-numerical-linear-algebra_FO1006801.000\boldsymbol{L} \boldsymbol{U} \boldsymbol{x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO1006
lyche-numerical-linear-algebra_FO1007801.000\boldsymbol{L} \boldsymbol{y}=\boldsymbol{b}lyche-numerical-linear-algebra_FO1007
lyche-numerical-linear-algebra_FO1008801.000\boldsymbol{y}:=\boldsymbol{U} \boldsymbol{x}lyche-numerical-linear-algebra_FO1008
lyche-numerical-linear-algebra_FO1009801.000\boldsymbol{U} \boldsymbol{x}=\boldsymbol{y}lyche-numerical-linear-algebra_FO1009
lyche-numerical-linear-algebra_FO1010800.9992.5 \boldsymbol{A}lyche-numerical-linear-algebra_FO1010
lyche-numerical-linear-algebra_FO1011801.000x_{1}=b_{1} / a_{11}lyche-numerical-linear-algebra_FO1011
lyche-numerical-linear-algebra_FO1012801.000x_{2}lyche-numerical-linear-algebra_FO1012
lyche-numerical-linear-algebra_FO1013800.999x_{2}=\left(b_{2}-a_{21} x_{1}\right) / a_{22}lyche-numerical-linear-algebra_FO1013
lyche-numerical-linear-algebra_FO1014800.999x_{3}=\left(b_{3}-a_{31} x_{1}-\right.lyche-numerical-linear-algebra_FO1014
lyche-numerical-linear-algebra_FO1015801.000\left.a_{32} x_{2}\right) / a_{33}lyche-numerical-linear-algebra_FO1015
lyche-numerical-linear-algebra_FO1016801.000a_{k, j}=0lyche-numerical-linear-algebra_FO1016
lyche-numerical-linear-algebra_FO1017801.000j \notin\left\{l_{k}, l_{k}+1, \ldots, k\right.lyche-numerical-linear-algebra_FO1017
lyche-numerical-linear-algebra_FO1018801.000k=1,2, \ldots, nlyche-numerical-linear-algebra_FO1018
lyche-numerical-linear-algebra_FO1019801.000l_{k}:=\max (1, k-d)lyche-numerical-linear-algebra_FO1019
lyche-numerical-linear-algebra_FO1020801.000d=nlyche-numerical-linear-algebra_FO1020
lyche-numerical-linear-algebra_FO1021801.000A\left(k, l_{k}:(k-1)\right) * x\left(l_{k}:(k-1)\right)lyche-numerical-linear-algebra_FO1021
lyche-numerical-linear-algebra_FO1022800.995\sum_{j=l_{k}}^{k-1} a_{k j} x_{j}lyche-numerical-linear-algebra_FO1022
lyche-numerical-linear-algebra_FO1023811.000x_{n}lyche-numerical-linear-algebra_FO1023
lyche-numerical-linear-algebra_FO1024811.000\boldsymbol{A} \in \mathbb{C}^{n \times n}, \boldsymbol{b} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO1024
lyche-numerical-linear-algebra_FO1025811.000n-k+1lyche-numerical-linear-algebra_FO1025
lyche-numerical-linear-algebra_FO1026811.000x_{k}, \ldots, x_{n}lyche-numerical-linear-algebra_FO1026
lyche-numerical-linear-algebra_FO1027821.000x_{k}=b_{k} / a_{k, k}lyche-numerical-linear-algebra_FO1027
lyche-numerical-linear-algebra_FO1028821.000x_{k}lyche-numerical-linear-algebra_FO1028
lyche-numerical-linear-algebra_FO1029821.000n-klyche-numerical-linear-algebra_FO1029
lyche-numerical-linear-algebra_FO1030821.000x_{k+1}, \ldots, x_{n}lyche-numerical-linear-algebra_FO1030
lyche-numerical-linear-algebra_FO1031821.000k=1,2, \ldots nlyche-numerical-linear-algebra_FO1031
lyche-numerical-linear-algebra_FO1032821.000x_{k}=b_{k} / A(k, k)lyche-numerical-linear-algebra_FO1032
lyche-numerical-linear-algebra_FO1033821.000blyche-numerical-linear-algebra_FO1033
lyche-numerical-linear-algebra_FO1034821.000M, D, A, Slyche-numerical-linear-algebra_FO1034
lyche-numerical-linear-algebra_FO1035821.000a_{i j}^{k+1}=a_{i j}^{(k)}-l_{i k}^{(k)} a_{k j}^{(k)}lyche-numerical-linear-algebra_FO1035
lyche-numerical-linear-algebra_FO1036821.000(n-k)^{2}lyche-numerical-linear-algebra_FO1036
lyche-numerical-linear-algebra_FO1037831.000M+lyche-numerical-linear-algebra_FO1037
lyche-numerical-linear-algebra_FO1038831.000S=2 \sum_{k=1}^{n-1}(n-k)^{2}=2 \sum_{m=1}^{n-1} m^{2}=\frac{2}{3} n(n-1)\left(n-\frac{1}{2}\right)lyche-numerical-linear-algebra_FO1038
lyche-numerical-linear-algebra_FO1039831.000\sum_{k=1}^{n-1}(n-k)=\frac{1}{2} n(n-1)lyche-numerical-linear-algebra_FO1039
lyche-numerical-linear-algebra_FO1040831.000N_{L U}lyche-numerical-linear-algebra_FO1040
lyche-numerical-linear-algebra_FO1041831.000\frac{2}{3} n^{3}lyche-numerical-linear-algebra_FO1041
lyche-numerical-linear-algebra_FO1042831.000G_{n}lyche-numerical-linear-algebra_FO1042
lyche-numerical-linear-algebra_FO1043830.9973.2\left(G_{n}:=\frac{2}{3} n^{3}\right)lyche-numerical-linear-algebra_FO1043
lyche-numerical-linear-algebra_FO1044830.997G_{n}:=\frac{2}{3} n^{3}lyche-numerical-linear-algebra_FO1044
lyche-numerical-linear-algebra_FO1045831.0002 n^{3} / 3lyche-numerical-linear-algebra_FO1045
lyche-numerical-linear-algebra_FO1046831.000M+Slyche-numerical-linear-algebra_FO1046
lyche-numerical-linear-algebra_FO1047831.000N_{S}lyche-numerical-linear-algebra_FO1047
lyche-numerical-linear-algebra_FO1048831.000n=10^{6}lyche-numerical-linear-algebra_FO1048
lyche-numerical-linear-algebra_FO1049831.000c=10^{-14}lyche-numerical-linear-algebra_FO1049
lyche-numerical-linear-algebra_FO1050831.000c n^{3}=lyche-numerical-linear-algebra_FO1050
lyche-numerical-linear-algebra_FO1051831.00010^{4}lyche-numerical-linear-algebra_FO1051
lyche-numerical-linear-algebra_FO1052831.000\approx 3lyche-numerical-linear-algebra_FO1052
lyche-numerical-linear-algebra_FO1053831.000c n^{2}=0.01lyche-numerical-linear-algebra_FO1053
lyche-numerical-linear-algebra_FO1054841.000\left[\begin{array}{ll}0 & 1 \\ 1 & 1\end{array}\right]\left[\begin{array}{l}x_{1} \\ x_{2}\end{array}\right]=\left[\begin{array}{l}1 \\ 1\end{array}\right]lyche-numerical-linear-algebra_FO1054
lyche-numerical-linear-algebra_FO1055840.980(k, k)lyche-numerical-linear-algebra_FO1055
lyche-numerical-linear-algebra_FO1056841.000r_{k} \geq klyche-numerical-linear-algebra_FO1056
lyche-numerical-linear-algebra_FO1057841.000a_{r_{k}, k}^{(k)} \neq 0lyche-numerical-linear-algebra_FO1057
lyche-numerical-linear-algebra_FO1058841.000r_{k}lyche-numerical-linear-algebra_FO1058
lyche-numerical-linear-algebra_FO1059841.000a_{i j}^{(k+1)}lyche-numerical-linear-algebra_FO1059
lyche-numerical-linear-algebra_FO1060841.000\boldsymbol{A}^{(1)}=\boldsymbol{A}lyche-numerical-linear-algebra_FO1060
lyche-numerical-linear-algebra_FO1061841.000\boldsymbol{e}_{i_{1}}, \ldots, \boldsymbol{e}_{i_{n}}lyche-numerical-linear-algebra_FO1061
lyche-numerical-linear-algebra_FO1062841.000\boldsymbol{e}_{1}, \ldots, \boldsymbol{e}_{n} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO1062
lyche-numerical-linear-algebra_FO1063841.000\boldsymbol{p}=\left[i_{1}, \ldots, i_{n}\right]^{T}lyche-numerical-linear-algebra_FO1063
lyche-numerical-linear-algebra_FO1064850.997\boldsymbol{A} \boldsymbol{P}=\left(\boldsymbol{A} \boldsymbol{e}_{i_{1}}, \ldots, \boldsymbol{A} \boldsymbol{e}_{i_{n}}\right)=\boldsymbol{A}(:, \boldsymbol{p})lyche-numerical-linear-algebra_FO1064
lyche-numerical-linear-algebra_FO1065850.997\boldsymbol{P}^{T} \boldsymbol{A}=\left(\boldsymbol{A}^{T} \boldsymbol{P}\right)^{T}=\left(\boldsymbol{A}^{T}(\right.lyche-numerical-linear-algebra_FO1065
lyche-numerical-linear-algebra_FO1066850.773, \boldsymbol{p}))^{T}=\boldsymbol{A}(\boldsymbol{p},:)lyche-numerical-linear-algebra_FO1066
lyche-numerical-linear-algebra_FO1067851.000\boldsymbol{P}^{T} \boldsymbol{P}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1067
lyche-numerical-linear-algebra_FO1068851.000\boldsymbol{P}^{-1}=\boldsymbol{P}^{T}lyche-numerical-linear-algebra_FO1068
lyche-numerical-linear-algebra_FO1069851.000\boldsymbol{P} \boldsymbol{P}^{T}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1069
lyche-numerical-linear-algebra_FO1070850.997(j, k)lyche-numerical-linear-algebra_FO1070
lyche-numerical-linear-algebra_FO1071850.997\boldsymbol{I}_{j k}lyche-numerical-linear-algebra_FO1071
lyche-numerical-linear-algebra_FO1072850.999\boldsymbol{I}_{j k}=\boldsymbol{I}_{k j}lyche-numerical-linear-algebra_FO1072
lyche-numerical-linear-algebra_FO1073851.000\boldsymbol{I}_{j k}^{2}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1073
lyche-numerical-linear-algebra_FO1074851.000\boldsymbol{p}_{k}lyche-numerical-linear-algebra_FO1074
lyche-numerical-linear-algebra_FO1075851.000\boldsymbol{p}_{k+1}lyche-numerical-linear-algebra_FO1075
lyche-numerical-linear-algebra_FO1076850.686\boldsymbol{P}_{k}:=\boldsymbol{I}_{r_{k}, k}lyche-numerical-linear-algebra_FO1076
lyche-numerical-linear-algebra_FO1077850.686\boldsymbol{P}_{k} \boldsymbol{I}\left(\boldsymbol{p}_{k},:\right)=\boldsymbol{I}\left(\boldsymbol{P}_{k} \boldsymbol{p}_{k},:\right)=\boldsymbol{I}\left(\boldsymbol{p}_{k+1},:\right)lyche-numerical-linear-algebra_FO1077
lyche-numerical-linear-algebra_FO1078851.000a_{i j}^{(1)}=a_{i j}lyche-numerical-linear-algebra_FO1078
lyche-numerical-linear-algebra_FO1079860.994\boldsymbol{A}=\boldsymbol{P} \boldsymbol{L} \boldsymbol{U}lyche-numerical-linear-algebra_FO1079
lyche-numerical-linear-algebra_FO1080860.976\boldsymbol{P}=\boldsymbol{I}(:, \boldsymbol{p})lyche-numerical-linear-algebra_FO1080
lyche-numerical-linear-algebra_FO1081860.976\boldsymbol{p}=\boldsymbol{I}_{r_{n-1}, n-1} \cdots \boldsymbol{I}_{r_{1}, 1}[1, \ldots, n]^{T}lyche-numerical-linear-algebra_FO1081
lyche-numerical-linear-algebra_FO1082861.000\boldsymbol{P}^{T} \boldsymbol{A}=\boldsymbol{L} \boldsymbol{U}lyche-numerical-linear-algebra_FO1082
lyche-numerical-linear-algebra_FO1083870.998\mathrm{fl}\left(x_{1}\right)lyche-numerical-linear-algebra_FO1083
lyche-numerical-linear-algebra_FO1084870.998\mathrm{fl}\left(x_{2}\right)lyche-numerical-linear-algebra_FO1084
lyche-numerical-linear-algebra_FO1085871.000x_{1}lyche-numerical-linear-algebra_FO1085
lyche-numerical-linear-algebra_FO1086881.000\mathrm{fl}\left(x_{1}\right)=1lyche-numerical-linear-algebra_FO1086
lyche-numerical-linear-algebra_FO1087881.000\mathrm{fl}\left(x_{2}\right)=2lyche-numerical-linear-algebra_FO1087
lyche-numerical-linear-algebra_FO1088881.000s_{k}lyche-numerical-linear-algebra_FO1088
lyche-numerical-linear-algebra_FO1089881.000r_{k}, s_{k}lyche-numerical-linear-algebra_FO1089
lyche-numerical-linear-algebra_FO1090880.967\mathbf{L U}lyche-numerical-linear-algebra_FO1090
lyche-numerical-linear-algebra_FO1091880.967\boldsymbol{L} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO1091
lyche-numerical-linear-algebra_FO1092881.000\boldsymbol{U} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO1092
lyche-numerical-linear-algebra_FO1093880.963n^{2}lyche-numerical-linear-algebra_FO1093
lyche-numerical-linear-algebra_FO1094881.000n^{2}+nlyche-numerical-linear-algebra_FO1094
lyche-numerical-linear-algebra_FO1095890.701\quad l_{i i}=1lyche-numerical-linear-algebra_FO1095
lyche-numerical-linear-algebra_FO1096890.992\quad u_{i i}=1lyche-numerical-linear-algebra_FO1096
lyche-numerical-linear-algebra_FO1097890.998\quad \boldsymbol{A}=\boldsymbol{L} \boldsymbol{D} \boldsymbol{U}, l_{i i}=u_{i i}=1lyche-numerical-linear-algebra_FO1097
lyche-numerical-linear-algebra_FO1098890.998i, \boldsymbol{D}=\operatorname{diag}\left(d_{11}, \ldots, d_{n n}\right)lyche-numerical-linear-algebra_FO1098
lyche-numerical-linear-algebra_FO1099890.889a, b, c, d \in \mathbb{C}lyche-numerical-linear-algebra_FO1099
lyche-numerical-linear-algebra_FO1100890.855\boldsymbol{A}=\left[\begin{array}{ll}a & b \\ c & d\end{array}\right]lyche-numerical-linear-algebra_FO1100
lyche-numerical-linear-algebra_FO1101890.984l_{1}lyche-numerical-linear-algebra_FO1101
lyche-numerical-linear-algebra_FO1102890.984u_{1}, u_{2}, u_{3}lyche-numerical-linear-algebra_FO1102
lyche-numerical-linear-algebra_FO1103890.999a l_{1}=clyche-numerical-linear-algebra_FO1103
lyche-numerical-linear-algebra_FO1104891.000a \neq 0lyche-numerical-linear-algebra_FO1104
lyche-numerical-linear-algebra_FO1105891.000a=c=0lyche-numerical-linear-algebra_FO1105
lyche-numerical-linear-algebra_FO1106891.000a=0, c \neq 0lyche-numerical-linear-algebra_FO1106
lyche-numerical-linear-algebra_FO1107891.000\boldsymbol{A}_{4}lyche-numerical-linear-algebra_FO1107
lyche-numerical-linear-algebra_FO1108901.000\boldsymbol{A}_{[k]}, \boldsymbol{L}_{[k]}, \boldsymbol{U}_{[k]}lyche-numerical-linear-algebra_FO1108
lyche-numerical-linear-algebra_FO1109900.986\boldsymbol{A}, \boldsymbol{L}, \boldsymbol{U}lyche-numerical-linear-algebra_FO1109
lyche-numerical-linear-algebra_FO1110900.986\boldsymbol{A}_{[k]}=\boldsymbol{L}_{[k]} \boldsymbol{U}_{[k]}lyche-numerical-linear-algebra_FO1110
lyche-numerical-linear-algebra_FO1111901.000\boldsymbol{F}_{k}, \boldsymbol{N}_{k}, \boldsymbol{T}_{k} \in \mathbb{C}^{n-k, n-k}lyche-numerical-linear-algebra_FO1111
lyche-numerical-linear-algebra_FO1112901.000\boldsymbol{L}_{[k]}lyche-numerical-linear-algebra_FO1112
lyche-numerical-linear-algebra_FO1113901.000\boldsymbol{U}_{[k]}lyche-numerical-linear-algebra_FO1113
lyche-numerical-linear-algebra_FO1114900.5971 \times 1lyche-numerical-linear-algebra_FO1114
lyche-numerical-linear-algebra_FO1115901.000\left[a_{11}\right]=[1]\left[a_{11}\right]lyche-numerical-linear-algebra_FO1115
lyche-numerical-linear-algebra_FO1116901.000\boldsymbol{A}_{[n-1]}lyche-numerical-linear-algebra_FO1116
lyche-numerical-linear-algebra_FO1117901.000\boldsymbol{A}_{[n-1]}=lyche-numerical-linear-algebra_FO1117
lyche-numerical-linear-algebra_FO1118900.992\boldsymbol{L}_{n-1} \boldsymbol{U}_{n-1}lyche-numerical-linear-algebra_FO1118
lyche-numerical-linear-algebra_FO1119900.992\boldsymbol{A}_{[1]}, \ldots, \boldsymbol{A}_{[n-1]}lyche-numerical-linear-algebra_FO1119
lyche-numerical-linear-algebra_FO1120901.000\boldsymbol{A}_{[n-1]}=\boldsymbol{L}_{n-1} \boldsymbol{U}_{n-1}lyche-numerical-linear-algebra_FO1120
lyche-numerical-linear-algebra_FO1121901.000\boldsymbol{l}_{n}, \boldsymbol{u}_{n} \in \mathbb{C}^{n-1}lyche-numerical-linear-algebra_FO1121
lyche-numerical-linear-algebra_FO1122901.000u_{n n} \in \mathbb{C}lyche-numerical-linear-algebra_FO1122
lyche-numerical-linear-algebra_FO1123901.000\boldsymbol{L}_{n-1}lyche-numerical-linear-algebra_FO1123
lyche-numerical-linear-algebra_FO1124901.000\boldsymbol{U}_{n-1}lyche-numerical-linear-algebra_FO1124
lyche-numerical-linear-algebra_FO1125901.000\boldsymbol{l}_{n}, \boldsymbol{u}_{n}lyche-numerical-linear-algebra_FO1125
lyche-numerical-linear-algebra_FO1126901.000u_{n n}lyche-numerical-linear-algebra_FO1126
lyche-numerical-linear-algebra_FO1127911.000k \leq n-1lyche-numerical-linear-algebra_FO1127
lyche-numerical-linear-algebra_FO1128911.000\boldsymbol{A}_{[j]}lyche-numerical-linear-algebra_FO1128
lyche-numerical-linear-algebra_FO1129910.916\boldsymbol{j} \leq k-1lyche-numerical-linear-algebra_FO1129
lyche-numerical-linear-algebra_FO1130911.000\boldsymbol{U}_{[k]}^{T} \boldsymbol{M}_{k}^{T}=\boldsymbol{C}_{k}^{T}lyche-numerical-linear-algebra_FO1130
lyche-numerical-linear-algebra_FO1131911.000\boldsymbol{M}_{k}^{T}lyche-numerical-linear-algebra_FO1131
lyche-numerical-linear-algebra_FO1132911.000\boldsymbol{U}_{[k]}^{T}lyche-numerical-linear-algebra_FO1132
lyche-numerical-linear-algebra_FO1133911.000\boldsymbol{M}_{k}lyche-numerical-linear-algebra_FO1133
lyche-numerical-linear-algebra_FO1134911.000k=nlyche-numerical-linear-algebra_FO1134
lyche-numerical-linear-algebra_FO1135911.000k-dlyche-numerical-linear-algebra_FO1135
lyche-numerical-linear-algebra_FO1136911.000\boldsymbol{r}_{k}lyche-numerical-linear-algebra_FO1136
lyche-numerical-linear-algebra_FO1137911.000\boldsymbol{c}_{k}lyche-numerical-linear-algebra_FO1137
lyche-numerical-linear-algebra_FO1138911.000\boldsymbol{U}_{k-1}^{T} \boldsymbol{l}_{k}=\boldsymbol{r}_{k}lyche-numerical-linear-algebra_FO1138
lyche-numerical-linear-algebra_FO1139911.000\boldsymbol{l}_{k}^{T}lyche-numerical-linear-algebra_FO1139
lyche-numerical-linear-algebra_FO1140910.699\left[\begin{array}{c}\boldsymbol{u}_{k} \\ u_{k}\end{array}\right]lyche-numerical-linear-algebra_FO1140
lyche-numerical-linear-algebra_FO1141910.699k=2, \ldots, nlyche-numerical-linear-algebra_FO1141
lyche-numerical-linear-algebra_FO1142911.000d \geq 1lyche-numerical-linear-algebra_FO1142
lyche-numerical-linear-algebra_FO1143911.000O\left(d^{2} n\right)lyche-numerical-linear-algebra_FO1143
lyche-numerical-linear-algebra_FO1144910.996k<nlyche-numerical-linear-algebra_FO1144
lyche-numerical-linear-algebra_FO1145911.000\boldsymbol{A}=\boldsymbol{I} \boldsymbol{A}lyche-numerical-linear-algebra_FO1145
lyche-numerical-linear-algebra_FO1146911.000a_{k k}lyche-numerical-linear-algebra_FO1146
lyche-numerical-linear-algebra_FO1147921.000\boldsymbol{A}_{i i}lyche-numerical-linear-algebra_FO1147
lyche-numerical-linear-algebra_FO1148920.434\mathbf{L}lyche-numerical-linear-algebra_FO1148
lyche-numerical-linear-algebra_FO1149920.434\boldsymbol{U}_{i i}lyche-numerical-linear-algebra_FO1149
lyche-numerical-linear-algebra_FO1150920.999k=1, \ldots, m-1lyche-numerical-linear-algebra_FO1150
lyche-numerical-linear-algebra_FO1151921.000\boldsymbol{A}_{\{k\}}lyche-numerical-linear-algebra_FO1151
lyche-numerical-linear-algebra_FO1152920.993\boldsymbol{A}_{\{m-1\}}lyche-numerical-linear-algebra_FO1152
lyche-numerical-linear-algebra_FO1153920.993\boldsymbol{A}_{\{m-1\}}=lyche-numerical-linear-algebra_FO1153
lyche-numerical-linear-algebra_FO1154920.999\boldsymbol{L}_{\{m-1\}} \boldsymbol{U}_{\{m-1\}}lyche-numerical-linear-algebra_FO1154
lyche-numerical-linear-algebra_FO1155920.999\boldsymbol{A}_{\{1\}}, \ldots, \boldsymbol{A}_{\{m-1\}}lyche-numerical-linear-algebra_FO1155
lyche-numerical-linear-algebra_FO1156920.999\boldsymbol{L}_{\{m-1\}}lyche-numerical-linear-algebra_FO1156
lyche-numerical-linear-algebra_FO1157920.523\boldsymbol{U}_{\{m-1\}}lyche-numerical-linear-algebra_FO1157
lyche-numerical-linear-algebra_FO1158930.934\boldsymbol{A}_{\{k\}}=\boldsymbol{L}_{\{k\}} \boldsymbol{U}_{\{k\}}lyche-numerical-linear-algebra_FO1158
lyche-numerical-linear-algebra_FO1159930.934k=1, \ldots, mlyche-numerical-linear-algebra_FO1159
lyche-numerical-linear-algebra_FO1160931.000\boldsymbol{U}_{i i}=\tilde{\boldsymbol{L}}_{i i} \tilde{\boldsymbol{U}}_{i i}lyche-numerical-linear-algebra_FO1160
lyche-numerical-linear-algebra_FO1161931.000\boldsymbol{A}=\hat{\boldsymbol{L}} \hat{\boldsymbol{U}}lyche-numerical-linear-algebra_FO1161
lyche-numerical-linear-algebra_FO1162931.000\hat{\boldsymbol{L}}:=\boldsymbol{L} \operatorname{diag}\left(\tilde{\boldsymbol{L}}_{i i}\right)lyche-numerical-linear-algebra_FO1162
lyche-numerical-linear-algebra_FO1163930.987\hat{\boldsymbol{U}}:=\operatorname{diag}\left(\tilde{\boldsymbol{L}}_{i i}^{-1}\right) \boldsymbol{U}lyche-numerical-linear-algebra_FO1163
lyche-numerical-linear-algebra_FO1164930.997\left[\boldsymbol{b}_{1}, \ldots, \boldsymbol{b}_{n}\right]lyche-numerical-linear-algebra_FO1164
lyche-numerical-linear-algebra_FO1165930.997\boldsymbol{b}_{k}lyche-numerical-linear-algebra_FO1165
lyche-numerical-linear-algebra_FO1166931.000\boldsymbol{A} \boldsymbol{b}_{k}=\boldsymbol{e}_{k}lyche-numerical-linear-algebra_FO1166
lyche-numerical-linear-algebra_FO1167931.000b_{k}(k)=1 / a(k, k)lyche-numerical-linear-algebra_FO1167
lyche-numerical-linear-algebra_FO1168941.000k=n, n-1, \ldots, 1lyche-numerical-linear-algebra_FO1168
lyche-numerical-linear-algebra_FO1169941.000\frac{1}{3} n\left(2 n^{2}+1\right) \approx G_{n}lyche-numerical-linear-algebra_FO1169
lyche-numerical-linear-algebra_FO1170941.000\boldsymbol{B} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1170
lyche-numerical-linear-algebra_FO1171941.000\boldsymbol{B} \boldsymbol{A}lyche-numerical-linear-algebra_FO1171
lyche-numerical-linear-algebra_FO1172941.000\boldsymbol{P}, \boldsymbol{L}, \boldsymbol{U}lyche-numerical-linear-algebra_FO1172
lyche-numerical-linear-algebra_FO1173941.000\boldsymbol{A}^{*} \boldsymbol{x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO1173
lyche-numerical-linear-algebra_FO1174941.0002 G_{n}lyche-numerical-linear-algebra_FO1174
lyche-numerical-linear-algebra_FO1175941.000\boldsymbol{A}^{-1}=\boldsymbol{U}^{-1} \boldsymbol{L}^{-1} \boldsymbol{P}^{T}lyche-numerical-linear-algebra_FO1175
lyche-numerical-linear-algebra_FO1176941.000\boldsymbol{P}^{T}lyche-numerical-linear-algebra_FO1176
lyche-numerical-linear-algebra_FO1177950.993k=1,2, \ldots, n-1lyche-numerical-linear-algebra_FO1177
lyche-numerical-linear-algebra_FO1178951.000a_{k, j}lyche-numerical-linear-algebra_FO1178
lyche-numerical-linear-algebra_FO1179951.000a_{k+1, j}lyche-numerical-linear-algebra_FO1179
lyche-numerical-linear-algebra_FO1180951.000j=k, k+1, \ldots, nlyche-numerical-linear-algebra_FO1180
lyche-numerical-linear-algebra_FO1181951.000i=k+1, k+2, \ldots, nlyche-numerical-linear-algebra_FO1181
lyche-numerical-linear-algebra_FO1182951.000a_{i, k}=m_{i, k}=a_{i, k} / a_{k, k}lyche-numerical-linear-algebra_FO1182
lyche-numerical-linear-algebra_FO1183951.000a_{i, j}=a_{i, j}-m_{i, k} a_{k, j}lyche-numerical-linear-algebra_FO1183
lyche-numerical-linear-algebra_FO1184951.000j=k+1, k+2, \ldots, nlyche-numerical-linear-algebra_FO1184
lyche-numerical-linear-algebra_FO1185951.000b_{k}lyche-numerical-linear-algebra_FO1185
lyche-numerical-linear-algebra_FO1186951.000b_{k+1}lyche-numerical-linear-algebra_FO1186
lyche-numerical-linear-algebra_FO1187951.000b_{i}=b_{i}-a_{i, k} b_{k}lyche-numerical-linear-algebra_FO1187
lyche-numerical-linear-algebra_FO1188951.000x_{n}=b_{n} / a_{n, n}lyche-numerical-linear-algebra_FO1188
lyche-numerical-linear-algebra_FO1189950.981=0lyche-numerical-linear-algebra_FO1189
lyche-numerical-linear-algebra_FO1190950.958+a_{k, j} x_{j}lyche-numerical-linear-algebra_FO1190
lyche-numerical-linear-algebra_FO1191951.000x_{k}=\left(b_{k}-\right.lyche-numerical-linear-algebra_FO1191
lyche-numerical-linear-algebra_FO1192951.000) / a_{k, k}lyche-numerical-linear-algebra_FO1192
lyche-numerical-linear-algebra_FO1193951.000\boldsymbol{H} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1193
lyche-numerical-linear-algebra_FO1194951.000h_{i, i-1} \neq 0lyche-numerical-linear-algebra_FO1194
lyche-numerical-linear-algebra_FO1195950.983\boldsymbol{H} \boldsymbol{x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO1195
lyche-numerical-linear-algebra_FO1196951.000\boldsymbol{U} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1196
lyche-numerical-linear-algebra_FO1197951.000\boldsymbol{v} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO1197
lyche-numerical-linear-algebra_FO1198951.000\boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO1198
lyche-numerical-linear-algebra_FO1199950.999\boldsymbol{I}_{i, j}lyche-numerical-linear-algebra_FO1199
lyche-numerical-linear-algebra_FO1200950.822\boldsymbol{E}:=\boldsymbol{C} \boldsymbol{P}lyche-numerical-linear-algebra_FO1200
lyche-numerical-linear-algebra_FO1201961.000\boldsymbol{W} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO1201
lyche-numerical-linear-algebra_FO1202961.000\boldsymbol{B}=\boldsymbol{L} \boldsymbol{H} \boldsymbol{P}^{T}lyche-numerical-linear-algebra_FO1202
lyche-numerical-linear-algebra_FO1203961.000\boldsymbol{H}lyche-numerical-linear-algebra_FO1203
lyche-numerical-linear-algebra_FO1204961.000\boldsymbol{B} \boldsymbol{x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO1204
lyche-numerical-linear-algebra_FO1205960.9991 \leqlyche-numerical-linear-algebra_FO1205
lyche-numerical-linear-algebra_FO1206961.000d \leq nlyche-numerical-linear-algebra_FO1206
lyche-numerical-linear-algebra_FO1207961.000A(k, k)=1lyche-numerical-linear-algebra_FO1207
lyche-numerical-linear-algebra_FO1208961.000N_{L U}(n, d):=\left(2 d^{2}+d\right) n-\left(d^{2}+d\right)(8 d+1) / 6=O\left(d^{2} n\right)lyche-numerical-linear-algebra_FO1208
lyche-numerical-linear-algebra_FO1209961.000d=n-1lyche-numerical-linear-algebra_FO1209
lyche-numerical-linear-algebra_FO1210961.000N_{L U}(n, n)=\frac{2}{3} n^{3}-\frac{1}{2} n^{2}-\frac{1}{6} n \approxlyche-numerical-linear-algebra_FO1210
lyche-numerical-linear-algebra_FO1211961.000N_{L U}(n, 1)=3 n-3=O(n)lyche-numerical-linear-algebra_FO1211
lyche-numerical-linear-algebra_FO1212960.985\boldsymbol{A}=\left[\left[\begin{array}{ll}1 & 1 \\ 0 & 1\end{array}\right]\right.lyche-numerical-linear-algebra_FO1212
lyche-numerical-linear-algebra_FO1213960.9992 \leq k \leq dlyche-numerical-linear-algebra_FO1213
lyche-numerical-linear-algebra_FO1214960.999d+1 \leq k \leq nlyche-numerical-linear-algebra_FO1214
lyche-numerical-linear-algebra_FO1215971.000u_{k k}lyche-numerical-linear-algebra_FO1215
lyche-numerical-linear-algebra_FO1216971.000\boldsymbol{L}_{2,2}, \boldsymbol{U}_{2,2} \in \mathbb{R}^{(n-1) \times(n-1)}lyche-numerical-linear-algebra_FO1216
lyche-numerical-linear-algebra_FO1217971.000\boldsymbol{A}_{2,2}:=\boldsymbol{L}_{2,2} \boldsymbol{U}_{2,2}lyche-numerical-linear-algebra_FO1217
lyche-numerical-linear-algebra_FO1218971.000\boldsymbol{B}_{2,2}:=\boldsymbol{A}_{2,2}^{-1}lyche-numerical-linear-algebra_FO1218
lyche-numerical-linear-algebra_FO1219971.000l_{i, j}, i>jlyche-numerical-linear-algebra_FO1219
lyche-numerical-linear-algebra_FO1220971.000u_{i, j}, j \geq ilyche-numerical-linear-algebra_FO1220
lyche-numerical-linear-algebra_FO1221971.000a_{i, j}lyche-numerical-linear-algebra_FO1221
lyche-numerical-linear-algebra_FO1222971.000\boldsymbol{s} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO1222
lyche-numerical-linear-algebra_FO1223971.000\boldsymbol{T} \boldsymbol{H} \boldsymbol{x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO1223
lyche-numerical-linear-algebra_FO1224971.000\boldsymbol{T}, \boldsymbol{H}, \boldsymbol{S} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1224
lyche-numerical-linear-algebra_FO1225971.000\boldsymbol{T}=\left(t_{i j}\right)lyche-numerical-linear-algebra_FO1225
lyche-numerical-linear-algebra_FO1226971.000\boldsymbol{H}=\left(h_{i j}\right)lyche-numerical-linear-algebra_FO1226
lyche-numerical-linear-algebra_FO1227971.000\boldsymbol{S}:=\boldsymbol{T} \boldsymbol{H}lyche-numerical-linear-algebra_FO1227
lyche-numerical-linear-algebra_FO1228971.000\boldsymbol{H}=\boldsymbol{L} \boldsymbol{U}lyche-numerical-linear-algebra_FO1228
lyche-numerical-linear-algebra_FO1229971.000\|\boldsymbol{L}\|_{\infty}\|\boldsymbol{U}\|_{\infty} \leq K\|\boldsymbol{H}\|_{\infty}lyche-numerical-linear-algebra_FO1229
lyche-numerical-linear-algebra_FO1230971.000\boldsymbol{S}lyche-numerical-linear-algebra_FO1230
lyche-numerical-linear-algebra_FO1231970.999\left(t_{i j}, i>j\right)lyche-numerical-linear-algebra_FO1231
lyche-numerical-linear-algebra_FO1232970.999\left(h_{i j}, i>j+1\right)lyche-numerical-linear-algebra_FO1232
lyche-numerical-linear-algebra_FO1233980.987\boldsymbol{T}, \boldsymbol{H}lyche-numerical-linear-algebra_FO1233
lyche-numerical-linear-algebra_FO1234981.000\boldsymbol{S} \boldsymbol{x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO1234
lyche-numerical-linear-algebra_FO1235980.779\boldsymbol{S}=\boldsymbol{T} \boldsymbol{H}lyche-numerical-linear-algebra_FO1235
lyche-numerical-linear-algebra_FO1236980.991\boldsymbol{T} \boldsymbol{z}=\boldsymbol{b}lyche-numerical-linear-algebra_FO1236
lyche-numerical-linear-algebra_FO1237980.894\boldsymbol{H} \boldsymbol{x}=\boldsymbol{z}lyche-numerical-linear-algebra_FO1237
lyche-numerical-linear-algebra_FO1238981.000\boldsymbol{a}_{1}, \boldsymbol{a}_{2}, \ldots, \boldsymbol{a}_{n}lyche-numerical-linear-algebra_FO1238
lyche-numerical-linear-algebra_FO1239981.000p \leq nlyche-numerical-linear-algebra_FO1239
lyche-numerical-linear-algebra_FO1240981.000\boldsymbol{H}:=\boldsymbol{L}^{-1} \boldsymbol{B}lyche-numerical-linear-algebra_FO1240
lyche-numerical-linear-algebra_FO1241981.000\boldsymbol{H}=\boldsymbol{L}_{H} \boldsymbol{U}_{H}lyche-numerical-linear-algebra_FO1241
lyche-numerical-linear-algebra_FO1242981.000\boldsymbol{H}:=\boldsymbol{L}_{H} \boldsymbol{U}_{H}lyche-numerical-linear-algebra_FO1242
lyche-numerical-linear-algebra_FO1243981.000\boldsymbol{L}_{H}lyche-numerical-linear-algebra_FO1243
lyche-numerical-linear-algebra_FO1244981.000\boldsymbol{U}_{H}lyche-numerical-linear-algebra_FO1244
lyche-numerical-linear-algebra_FO1245980.999\boldsymbol{A}=\boldsymbol{U} \boldsymbol{L}lyche-numerical-linear-algebra_FO1245
lyche-numerical-linear-algebra_FO1246981.000\boldsymbol{P} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1246
lyche-numerical-linear-algebra_FO1247991.000\boldsymbol{P}^{T}=\boldsymbol{P}lyche-numerical-linear-algebra_FO1247
lyche-numerical-linear-algebra_FO1248991.000\boldsymbol{P}^{2}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1248
lyche-numerical-linear-algebra_FO1249991.000\boldsymbol{P} \boldsymbol{A}lyche-numerical-linear-algebra_FO1249
lyche-numerical-linear-algebra_FO1250991.000\boldsymbol{B}:=\boldsymbol{P} \boldsymbol{A} \boldsymbol{P}lyche-numerical-linear-algebra_FO1250
lyche-numerical-linear-algebra_FO1251991.000r, slyche-numerical-linear-algebra_FO1251
lyche-numerical-linear-algebra_FO1252991.000i, j, nlyche-numerical-linear-algebra_FO1252
lyche-numerical-linear-algebra_FO1253991.000b_{i, j}=a_{r, s}lyche-numerical-linear-algebra_FO1253
lyche-numerical-linear-algebra_FO1254991.000b_{i, j}lyche-numerical-linear-algebra_FO1254
lyche-numerical-linear-algebra_FO1255991.000w \in \mathbb{R}lyche-numerical-linear-algebra_FO1255
lyche-numerical-linear-algebra_FO1256991.000\boldsymbol{P} \boldsymbol{A} \boldsymbol{P}=\boldsymbol{M} \boldsymbol{R}lyche-numerical-linear-algebra_FO1256
lyche-numerical-linear-algebra_FO1257991.000\boldsymbol{P} \boldsymbol{A} \boldsymbol{P}lyche-numerical-linear-algebra_FO1257
lyche-numerical-linear-algebra_FO1258991.000\boldsymbol{M}lyche-numerical-linear-algebra_FO1258
lyche-numerical-linear-algebra_FO1259991.000\boldsymbol{M}, \boldsymbol{R}lyche-numerical-linear-algebra_FO1259
lyche-numerical-linear-algebra_FO1260990.504\hat{\boldsymbol{L}}lyche-numerical-linear-algebra_FO1260
lyche-numerical-linear-algebra_FO1261991.000\hat{\boldsymbol{U}}lyche-numerical-linear-algebra_FO1261
lyche-numerical-linear-algebra_FO12621000.997a_{j i}=\bar{a}_{i j}lyche-numerical-linear-algebra_FO1262
lyche-numerical-linear-algebra_FO12631001.000a_{i i}=\bar{a}_{i i}lyche-numerical-linear-algebra_FO1263
lyche-numerical-linear-algebra_FO12641001.000\boldsymbol{U}=\boldsymbol{L}^{*}lyche-numerical-linear-algebra_FO1264
lyche-numerical-linear-algebra_FO12651001.000l_{i i}>0lyche-numerical-linear-algebra_FO1265
lyche-numerical-linear-algebra_FO12661000.999\boldsymbol{A}^{*}=\left(\boldsymbol{L} \boldsymbol{D} \boldsymbol{L}^{*}\right)^{*}=\boldsymbol{L} \boldsymbol{D}^{*} \boldsymbol{L}^{*}=\boldsymbol{A}lyche-numerical-linear-algebra_FO1266
lyche-numerical-linear-algebra_FO12671000.966b \in \mathbb{C}lyche-numerical-linear-algebra_FO1267
lyche-numerical-linear-algebra_FO12681011.000d_{1}, d_{2}lyche-numerical-linear-algebra_FO1268
lyche-numerical-linear-algebra_FO12691011.000d_{1}lyche-numerical-linear-algebra_FO1269
lyche-numerical-linear-algebra_FO12701011.000d_{2}lyche-numerical-linear-algebra_FO1270
lyche-numerical-linear-algebra_FO12711011.000a=b=0lyche-numerical-linear-algebra_FO1271
lyche-numerical-linear-algebra_FO12721011.000a=0, b \neq 0lyche-numerical-linear-algebra_FO1272
lyche-numerical-linear-algebra_FO12731010.830\boldsymbol{A}=\boldsymbol{L} \boldsymbol{D L}^{*}lyche-numerical-linear-algebra_FO1273
lyche-numerical-linear-algebra_FO12741010.954L D L^{*}lyche-numerical-linear-algebra_FO1274
lyche-numerical-linear-algebra_FO12751010.954\boldsymbol{A}_{[k]}, \boldsymbol{L}_{[k]}lyche-numerical-linear-algebra_FO1275
lyche-numerical-linear-algebra_FO12761010.954\boldsymbol{D}_{[k]}lyche-numerical-linear-algebra_FO1276
lyche-numerical-linear-algebra_FO12771011.000\boldsymbol{A}, \boldsymbol{L}lyche-numerical-linear-algebra_FO1277
lyche-numerical-linear-algebra_FO12781011.000\boldsymbol{A}_{[k]}=lyche-numerical-linear-algebra_FO1278
lyche-numerical-linear-algebra_FO12791011.000\boldsymbol{L}_{[k]} \boldsymbol{D}_{[k]} \boldsymbol{L}_{[k]}^{*}lyche-numerical-linear-algebra_FO1279
lyche-numerical-linear-algebra_FO12801011.000\boldsymbol{A}=\boldsymbol{L} \boldsymbol{D} \boldsymbol{L}^{*}lyche-numerical-linear-algebra_FO1280
lyche-numerical-linear-algebra_FO12811011.000\boldsymbol{F}_{k}, \boldsymbol{N}_{k}, \boldsymbol{E}_{k} \in \mathbb{C}^{n-k, n-k}lyche-numerical-linear-algebra_FO1281
lyche-numerical-linear-algebra_FO12821011.000\boldsymbol{A}_{[k]}=\boldsymbol{L}_{[k]} \boldsymbol{D}_{[k]} \boldsymbol{L}_{[k]}^{*}lyche-numerical-linear-algebra_FO1282
lyche-numerical-linear-algebra_FO12831011.000\boldsymbol{A}=\boldsymbol{A}^{*}lyche-numerical-linear-algebra_FO1283
lyche-numerical-linear-algebra_FO12841011.000\boldsymbol{A}_{[k]}^{*}=\boldsymbol{A}_{[k]}lyche-numerical-linear-algebra_FO1284
lyche-numerical-linear-algebra_FO12851010.983\left[a_{11}\right]=[1]\left[a_{11}\right][1]lyche-numerical-linear-algebra_FO1285
lyche-numerical-linear-algebra_FO12861010.997\boldsymbol{L}_{n-1} \boldsymbol{D}_{n-1} \boldsymbol{L}_{n-1}^{*}lyche-numerical-linear-algebra_FO1286
lyche-numerical-linear-algebra_FO12871010.997\boldsymbol{D}_{n-1}lyche-numerical-linear-algebra_FO1287
lyche-numerical-linear-algebra_FO12881021.000\boldsymbol{A}_{[n-1]}=\boldsymbol{L}_{n-1} \boldsymbol{D}_{n-1} \boldsymbol{L}_{n-1}^{*}lyche-numerical-linear-algebra_FO1288
lyche-numerical-linear-algebra_FO12891021.000d_{n n}lyche-numerical-linear-algebra_FO1289
lyche-numerical-linear-algebra_FO12901021.000a_{n n}lyche-numerical-linear-algebra_FO1290
lyche-numerical-linear-algebra_FO12911021.000\frac{1}{2} G_{n}lyche-numerical-linear-algebra_FO1291
lyche-numerical-linear-algebra_FO12921021.000\boldsymbol{m}lyche-numerical-linear-algebra_FO1292
lyche-numerical-linear-algebra_FO12931021.000f: \mathbb{C}^{n} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO1293
lyche-numerical-linear-algebra_FO12941030.998\overline{f(\boldsymbol{x})}=\overline{\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}}=\left(\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}\right)^{*}=\boldsymbol{x}^{*} \boldsymbol{A}^{*} \boldsymbol{x}=f(\boldsymbol{x})lyche-numerical-linear-algebra_FO1294
lyche-numerical-linear-algebra_FO12951031.000\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}>0lyche-numerical-linear-algebra_FO1295
lyche-numerical-linear-algebra_FO12961031.000\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x} \geq 0lyche-numerical-linear-algebra_FO1296
lyche-numerical-linear-algebra_FO12971031.000-\boldsymbol{A}lyche-numerical-linear-algebra_FO1297
lyche-numerical-linear-algebra_FO12981031.000\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}=0 \Longrightarrow \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO1298
lyche-numerical-linear-algebra_FO12991030.999\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}=0lyche-numerical-linear-algebra_FO1299
lyche-numerical-linear-algebra_FO13001031.000\boldsymbol{A} \in \mathbb{R}^{n \times n}, \boldsymbol{A}^{T}=\boldsymbol{A}lyche-numerical-linear-algebra_FO1300
lyche-numerical-linear-algebra_FO13011031.000\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{x}>0lyche-numerical-linear-algebra_FO1301
lyche-numerical-linear-algebra_FO13021031.000\boldsymbol{z}^{*} \boldsymbol{A} \boldsymbol{z}>0lyche-numerical-linear-algebra_FO1302
lyche-numerical-linear-algebra_FO13031030.999\boldsymbol{z} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO1303
lyche-numerical-linear-algebra_FO13041030.999\boldsymbol{z}=\boldsymbol{x}+i \boldsymbol{y} \neq \mathbf{0}lyche-numerical-linear-algebra_FO1304
lyche-numerical-linear-algebra_FO13051030.991\boldsymbol{x}, \boldsymbol{y}lyche-numerical-linear-algebra_FO1305
lyche-numerical-linear-algebra_FO13061031.000\nabla flyche-numerical-linear-algebra_FO1306
lyche-numerical-linear-algebra_FO13071030.658H flyche-numerical-linear-algebra_FO1307
lyche-numerical-linear-algebra_FO13081030.658f: \Omega \subset \mathbb{R}^{n} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO1308
lyche-numerical-linear-algebra_FO13091031.000\Omegalyche-numerical-linear-algebra_FO1309
lyche-numerical-linear-algebra_FO13101031.000\nabla f(\boldsymbol{x})=\mathbf{0}lyche-numerical-linear-algebra_FO1310
lyche-numerical-linear-algebra_FO13111031.000H f(\boldsymbol{x})lyche-numerical-linear-algebra_FO1311
lyche-numerical-linear-algebra_FO13121030.933\boldsymbol{A}^{*} \boldsymbol{A}lyche-numerical-linear-algebra_FO1312
lyche-numerical-linear-algebra_FO13131031.000m, n \in \mathbb{N}lyche-numerical-linear-algebra_FO1313
lyche-numerical-linear-algebra_FO13141040.986\boldsymbol{z}:=\boldsymbol{A} \boldsymbol{x}lyche-numerical-linear-algebra_FO1314
lyche-numerical-linear-algebra_FO13151041.000\boldsymbol{x}^{*} \boldsymbol{A}^{*} \boldsymbol{A} \boldsymbol{x}=\boldsymbol{z}^{*} \boldsymbol{z}=\|\boldsymbol{z}\|_{2}^{2}=\|\boldsymbol{A} \boldsymbol{x}\|_{2}^{2} \geq 0lyche-numerical-linear-algebra_FO1315
lyche-numerical-linear-algebra_FO13161040.515\boldsymbol{T}=lyche-numerical-linear-algebra_FO1316
lyche-numerical-linear-algebra_FO13171040.983\operatorname{tridiag}(-1,2,-1) \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1317
lyche-numerical-linear-algebra_FO13181040.994\boldsymbol{x}^{T} \boldsymbol{T} \boldsymbol{x} \geq 0lyche-numerical-linear-algebra_FO1318
lyche-numerical-linear-algebra_FO13191040.994\boldsymbol{x}^{T} \boldsymbol{T} \boldsymbol{x}=0lyche-numerical-linear-algebra_FO1319
lyche-numerical-linear-algebra_FO13201040.994x_{1}=x_{n}=0lyche-numerical-linear-algebra_FO1320
lyche-numerical-linear-algebra_FO13211040.994x_{i}=x_{i+1}lyche-numerical-linear-algebra_FO1321
lyche-numerical-linear-algebra_FO13221040.999\boldsymbol{x}=0lyche-numerical-linear-algebra_FO1322
lyche-numerical-linear-algebra_FO13231041.000\boldsymbol{B}=\boldsymbol{A}(\boldsymbol{r}, \boldsymbol{r}) \in \mathbb{C}^{k \times k}lyche-numerical-linear-algebra_FO1323
lyche-numerical-linear-algebra_FO13241041.000b_{i, j}=a_{r_{i}, r_{j}}lyche-numerical-linear-algebra_FO1324
lyche-numerical-linear-algebra_FO13251041.000i, j=1, \ldots, klyche-numerical-linear-algebra_FO1325
lyche-numerical-linear-algebra_FO13261041.000\boldsymbol{r}=[1,2, \ldots, k]^{T}lyche-numerical-linear-algebra_FO1326
lyche-numerical-linear-algebra_FO13271041.000\boldsymbol{B}:=\boldsymbol{A}(\boldsymbol{r}, \boldsymbol{r})lyche-numerical-linear-algebra_FO1327
lyche-numerical-linear-algebra_FO13281041.000\boldsymbol{y}^{*} \boldsymbol{B} \boldsymbol{y}=0lyche-numerical-linear-algebra_FO1328
lyche-numerical-linear-algebra_FO13291051.000\boldsymbol{A}^{-*}:=\left(\boldsymbol{A}^{-1}\right)^{*}=\left(\boldsymbol{A}^{*}\right)^{-1}lyche-numerical-linear-algebra_FO1329
lyche-numerical-linear-algebra_FO13301051.0001 \Longrightarrow 2 \Longrightarrow 3 \Longrightarrow 1lyche-numerical-linear-algebra_FO1330
lyche-numerical-linear-algebra_FO13311050.9991 \Longrightarrowlyche-numerical-linear-algebra_FO1331
lyche-numerical-linear-algebra_FO13321051.000\boldsymbol{x}_{i}:=\boldsymbol{L}^{-*} \boldsymbol{e}_{i}lyche-numerical-linear-algebra_FO1332
lyche-numerical-linear-algebra_FO13331051.000\boldsymbol{L}^{-*}lyche-numerical-linear-algebra_FO1333
lyche-numerical-linear-algebra_FO13341051.000d_{i i}=\boldsymbol{e}_{i}^{*} \boldsymbol{D} \boldsymbol{e}_{i}=\boldsymbol{e}_{i}^{*} \boldsymbol{L}^{-1} \boldsymbol{A} \boldsymbol{L}^{-*} \boldsymbol{e}_{i}=\boldsymbol{x}_{i}^{*} \boldsymbol{A} \boldsymbol{x}_{i}>0lyche-numerical-linear-algebra_FO1334
lyche-numerical-linear-algebra_FO13351050.9132 \Longrightarrowlyche-numerical-linear-algebra_FO1335
lyche-numerical-linear-algebra_FO13361050.913\mathrm{LDL}^{*}lyche-numerical-linear-algebra_FO1336
lyche-numerical-linear-algebra_FO13371051.000d_{i i}lyche-numerical-linear-algebra_FO1337
lyche-numerical-linear-algebra_FO13381051.000\boldsymbol{A}=\boldsymbol{S} \boldsymbol{S}^{*}lyche-numerical-linear-algebra_FO1338
lyche-numerical-linear-algebra_FO13391051.000\boldsymbol{S}:=\boldsymbol{L} \boldsymbol{D}^{1 / 2}lyche-numerical-linear-algebra_FO1339
lyche-numerical-linear-algebra_FO13401051.000\boldsymbol{D}^{1 / 2}:=lyche-numerical-linear-algebra_FO1340
lyche-numerical-linear-algebra_FO13411051.000\operatorname{diag}\left(\sqrt{d_{11}}, \ldots, \sqrt{d_{n n}}\right)lyche-numerical-linear-algebra_FO1341
lyche-numerical-linear-algebra_FO13421051.0003 \Longrightarrowlyche-numerical-linear-algebra_FO1342
lyche-numerical-linear-algebra_FO13431051.000\boldsymbol{A}=\boldsymbol{L} \boldsymbol{L}^{*}lyche-numerical-linear-algebra_FO1343
lyche-numerical-linear-algebra_FO13441051.000\boldsymbol{L} \boldsymbol{L}^{*}=\boldsymbol{S} \boldsymbol{S}^{*}lyche-numerical-linear-algebra_FO1344
lyche-numerical-linear-algebra_FO13451051.000\boldsymbol{S}^{-1} \boldsymbol{L}=\boldsymbol{S}^{*} \boldsymbol{L}^{-*}lyche-numerical-linear-algebra_FO1345
lyche-numerical-linear-algebra_FO13461051.0002.5 \boldsymbol{S}^{-1} \boldsymbol{L}lyche-numerical-linear-algebra_FO1346
lyche-numerical-linear-algebra_FO13471051.000\boldsymbol{S}^{*} \boldsymbol{L}^{-*}lyche-numerical-linear-algebra_FO1347
lyche-numerical-linear-algebra_FO13481051.000\ell_{i i} / s_{i i}lyche-numerical-linear-algebra_FO1348
lyche-numerical-linear-algebra_FO13491051.000s_{i i} / \ell_{i i}lyche-numerical-linear-algebra_FO1349
lyche-numerical-linear-algebra_FO13501051.000\ell_{i i}^{2}=s_{i i}^{2}lyche-numerical-linear-algebra_FO1350
lyche-numerical-linear-algebra_FO13511051.000\ell_{i i}=s_{i i}lyche-numerical-linear-algebra_FO1351
lyche-numerical-linear-algebra_FO13521051.000\boldsymbol{S}^{-1} \boldsymbol{L}=\boldsymbol{I}=\boldsymbol{S}^{*} \boldsymbol{L}^{-*}lyche-numerical-linear-algebra_FO1352
lyche-numerical-linear-algebra_FO13531051.000\boldsymbol{L}=\boldsymbol{S}lyche-numerical-linear-algebra_FO1353
lyche-numerical-linear-algebra_FO13541050.993\boldsymbol{A}=\boldsymbol{R}^{*} \boldsymbol{R}lyche-numerical-linear-algebra_FO1354
lyche-numerical-linear-algebra_FO13551051.000\boldsymbol{R}=\boldsymbol{L}^{*}lyche-numerical-linear-algebra_FO1355
lyche-numerical-linear-algebra_FO13561050.9934.4(2 \times 2)lyche-numerical-linear-algebra_FO1356
lyche-numerical-linear-algebra_FO13571050.993\boldsymbol{A}=\left[\begin{array}{cc}2 & -1 \\ -1 & 2\end{array}\right]lyche-numerical-linear-algebra_FO1357
lyche-numerical-linear-algebra_FO13581061.000\frac{1}{2} G_{n}=n^{3} / 3lyche-numerical-linear-algebra_FO1358
lyche-numerical-linear-algebra_FO13591061.000a_{i i}>0,\left(a_{i i} \geq 0\right)lyche-numerical-linear-algebra_FO1359
lyche-numerical-linear-algebra_FO13601061.000\left|\operatorname{Re}\left(a_{i j}\right)\right|<\left(a_{i i}+a_{j j}\right) / 2,\left(\left|\operatorname{Re}\left(a_{i j}\right)\right| \leq\left(a_{i i}+a_{j j}\right) / 2\right)lyche-numerical-linear-algebra_FO1360
lyche-numerical-linear-algebra_FO13611061.000\left|a_{i j}\right|<\sqrt{a_{i i} a_{j j}},\left(\left|a_{i j}\right| \leq \sqrt{a_{i i} a_{j j}}\right)lyche-numerical-linear-algebra_FO1361
lyche-numerical-linear-algebra_FO13621061.000a_{i i}=0lyche-numerical-linear-algebra_FO1362
lyche-numerical-linear-algebra_FO13631061.000a_{i j}=a_{j i}=0lyche-numerical-linear-algebra_FO1363
lyche-numerical-linear-algebra_FO13641061.000a_{i i}=\boldsymbol{e}_{i}^{T} \boldsymbol{A} \boldsymbol{e}_{i}>(\geq) 0lyche-numerical-linear-algebra_FO1364
lyche-numerical-linear-algebra_FO13651061.000\alpha, \beta \in \mathbb{C}lyche-numerical-linear-algebra_FO1365
lyche-numerical-linear-algebra_FO13661061.000\alpha \boldsymbol{e}_{i}+\beta \boldsymbol{e}_{j} \neqlyche-numerical-linear-algebra_FO1366
lyche-numerical-linear-algebra_FO13671060.999\alpha=1, \beta= \pm 1lyche-numerical-linear-algebra_FO1367
lyche-numerical-linear-algebra_FO13681060.999a_{i i}+a_{j j} \pm 2 \operatorname{Re} a_{i j}>0lyche-numerical-linear-algebra_FO1368
lyche-numerical-linear-algebra_FO13691060.834\alpha=-a_{i j}, \beta=a_{i i}lyche-numerical-linear-algebra_FO1369
lyche-numerical-linear-algebra_FO13701061.000a_{i i}>0lyche-numerical-linear-algebra_FO1370
lyche-numerical-linear-algebra_FO13711061.000\varepsilon>0lyche-numerical-linear-algebra_FO1371
lyche-numerical-linear-algebra_FO13721061.000\boldsymbol{B}:=\boldsymbol{A}+\varepsilon \boldsymbol{I}lyche-numerical-linear-algebra_FO1372
lyche-numerical-linear-algebra_FO13731061.000\boldsymbol{x}^{*} \boldsymbol{B} \boldsymbol{x} \geq \varepsilon\|\boldsymbol{x}\|_{2}^{2}>0lyche-numerical-linear-algebra_FO1373
lyche-numerical-linear-algebra_FO13741071.000\left[\begin{array}{ll}2 & 1 \\ 1 & 2\end{array}\right]lyche-numerical-linear-algebra_FO1374
lyche-numerical-linear-algebra_FO13751071.000\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}=\lambda \boldsymbol{x}^{*} \boldsymbol{x}lyche-numerical-linear-algebra_FO1375
lyche-numerical-linear-algebra_FO13761071.000\lambda>0(\geq 0)lyche-numerical-linear-algebra_FO1376
lyche-numerical-linear-algebra_FO13771071.000\boldsymbol{x}^{*} \boldsymbol{x}=\|\boldsymbol{x}\|_{2}^{2}>0lyche-numerical-linear-algebra_FO1377
lyche-numerical-linear-algebra_FO13781071.000\boldsymbol{U}^{*} \boldsymbol{U}=lyche-numerical-linear-algebra_FO1378
lyche-numerical-linear-algebra_FO13791071.000\boldsymbol{U} \boldsymbol{U}^{*}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1379
lyche-numerical-linear-algebra_FO13801071.000\boldsymbol{U}^{*} \boldsymbol{A} \boldsymbol{U}=\operatorname{diag}\left(\lambda_{1}, \ldots, \lambda_{n}\right)lyche-numerical-linear-algebra_FO1380
lyche-numerical-linear-algebra_FO13811071.000\boldsymbol{z}:=lyche-numerical-linear-algebra_FO1381
lyche-numerical-linear-algebra_FO13821071.000\boldsymbol{U}^{*} \boldsymbol{x}=\left[z_{1}, \ldots, z_{n}\right]^{T} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO1382
lyche-numerical-linear-algebra_FO13831071.000\boldsymbol{x}=\boldsymbol{U} \boldsymbol{U}^{*} \boldsymbol{x}=\boldsymbol{U} \boldsymbol{z}lyche-numerical-linear-algebra_FO1383
lyche-numerical-linear-algebra_FO13841070.982\boldsymbol{U}^{*}lyche-numerical-linear-algebra_FO1384
lyche-numerical-linear-algebra_FO13851070.982\boldsymbol{z}=lyche-numerical-linear-algebra_FO1385
lyche-numerical-linear-algebra_FO13861071.000\boldsymbol{U}^{*} \boldsymbol{x}lyche-numerical-linear-algebra_FO1386
lyche-numerical-linear-algebra_FO13871081.000\boldsymbol{A}=\boldsymbol{B} \boldsymbol{B}^{*}lyche-numerical-linear-algebra_FO1387
lyche-numerical-linear-algebra_FO13881080.793\boldsymbol{B}=\boldsymbol{L}lyche-numerical-linear-algebra_FO1388
lyche-numerical-linear-algebra_FO13891080.9734 \Longrightarrowlyche-numerical-linear-algebra_FO1389
lyche-numerical-linear-algebra_FO13901081.000\boldsymbol{A}:=\left[\begin{array}{ll}3 & 1 \\ 1 & 3\end{array}\right]lyche-numerical-linear-algebra_FO1390
lyche-numerical-linear-algebra_FO13911080.991\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{x}=2 x_{1}^{2}+2 x_{2}^{2}+\left(x_{1}+x_{2}\right)^{2}>0lyche-numerical-linear-algebra_FO1391
lyche-numerical-linear-algebra_FO13921081.000\lambda_{1}=2lyche-numerical-linear-algebra_FO1392
lyche-numerical-linear-algebra_FO13931081.000\lambda_{2}=4lyche-numerical-linear-algebra_FO1393
lyche-numerical-linear-algebra_FO13941080.998\operatorname{det}\left(\boldsymbol{A}_{[1]}\right)=3lyche-numerical-linear-algebra_FO1394
lyche-numerical-linear-algebra_FO13951080.998\operatorname{det}\left(\boldsymbol{A}_{[2]}\right)=8lyche-numerical-linear-algebra_FO1395
lyche-numerical-linear-algebra_FO13961091.000\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}=\left\|\boldsymbol{L}^{*} \boldsymbol{x}\right\|_{2}^{2} \geq 0lyche-numerical-linear-algebra_FO1396
lyche-numerical-linear-algebra_FO13971091.000\alpha=\boldsymbol{e}_{1}^{*} \boldsymbol{A} \boldsymbol{e}_{1}>0lyche-numerical-linear-algebra_FO1397
lyche-numerical-linear-algebra_FO13981091.000\boldsymbol{C}:=\boldsymbol{B}-lyche-numerical-linear-algebra_FO1398
lyche-numerical-linear-algebra_FO13991091.000\boldsymbol{v} \boldsymbol{v}^{*} / \alphalyche-numerical-linear-algebra_FO1399
lyche-numerical-linear-algebra_FO14001091.000\boldsymbol{y} \in \mathbb{C}^{n-1}lyche-numerical-linear-algebra_FO1400
lyche-numerical-linear-algebra_FO14011091.000\boldsymbol{x}^{*}:=\left[-\boldsymbol{y}^{*} \boldsymbol{v} / \alpha, \boldsymbol{y}^{*}\right] \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO1401
lyche-numerical-linear-algebra_FO14021091.000\boldsymbol{C} \in \mathbb{C}^{(n-1) \times(n-1)}lyche-numerical-linear-algebra_FO1402
lyche-numerical-linear-algebra_FO14031091.000\boldsymbol{C}=\boldsymbol{L}_{1} \boldsymbol{L}_{1}^{*}lyche-numerical-linear-algebra_FO1403
lyche-numerical-linear-algebra_FO14041091.000\alpha=0lyche-numerical-linear-algebra_FO1404
lyche-numerical-linear-algebra_FO14051091.000\boldsymbol{v}=\mathbf{0}lyche-numerical-linear-algebra_FO1405
lyche-numerical-linear-algebra_FO14061091.000\boldsymbol{B} \inlyche-numerical-linear-algebra_FO1406
lyche-numerical-linear-algebra_FO14071091.000\mathbb{C}^{(n-1) \times(n-1)}lyche-numerical-linear-algebra_FO1407
lyche-numerical-linear-algebra_FO14081100.554\boldsymbol{B}=\boldsymbol{L}_{1} \boldsymbol{L}_{1}^{*}lyche-numerical-linear-algebra_FO1408
lyche-numerical-linear-algebra_FO14091100.554\boldsymbol{L}^{*}lyche-numerical-linear-algebra_FO1409
lyche-numerical-linear-algebra_FO14101100.554\boldsymbol{L}=\left[\begin{array}{cc}0 & \mathbf{0}^{*} \\ \mathbf{0} & \boldsymbol{L}_{1}\end{array}\right]lyche-numerical-linear-algebra_FO1410
lyche-numerical-linear-algebra_FO14111101.000\boldsymbol{v}^{*}=\left[\boldsymbol{u}^{*}, \mathbf{0}^{*}\right]lyche-numerical-linear-algebra_FO1411
lyche-numerical-linear-algebra_FO14121101.000\boldsymbol{u} \in \mathbb{C}^{d}lyche-numerical-linear-algebra_FO1412
lyche-numerical-linear-algebra_FO14131101.000\boldsymbol{C}:=\boldsymbol{B}-\boldsymbol{v} \boldsymbol{v}^{*} / \alphalyche-numerical-linear-algebra_FO1413
lyche-numerical-linear-algebra_FO14141101.000d \times dlyche-numerical-linear-algebra_FO1414
lyche-numerical-linear-algebra_FO14151101.000n, \boldsymbol{C}=\boldsymbol{L}_{1} \boldsymbol{L}_{1}^{*}lyche-numerical-linear-algebra_FO1415
lyche-numerical-linear-algebra_FO14161100.999\boldsymbol{L}_{1}^{*}lyche-numerical-linear-algebra_FO1416
lyche-numerical-linear-algebra_FO14171101.000\left[\beta, \boldsymbol{v}^{*} / \beta\right]^{*}lyche-numerical-linear-algebra_FO1417
lyche-numerical-linear-algebra_FO14181101.000\alpha>0lyche-numerical-linear-algebra_FO1418
lyche-numerical-linear-algebra_FO14191100.947\boldsymbol{C}=\boldsymbol{B}-\boldsymbol{v} \boldsymbol{v}^{*} / \alphalyche-numerical-linear-algebra_FO1419
lyche-numerical-linear-algebra_FO14201100.947A(2: n, 2: n)lyche-numerical-linear-algebra_FO1420
lyche-numerical-linear-algebra_FO14211101.000\min (i+d, n)lyche-numerical-linear-algebra_FO1421
lyche-numerical-linear-algebra_FO14221111.000\ell_{k k}=0lyche-numerical-linear-algebra_FO1422
lyche-numerical-linear-algebra_FO14231110.9101 \Longleftrightarrow 2lyche-numerical-linear-algebra_FO1423
lyche-numerical-linear-algebra_FO14241110.8581 \Longleftrightarrowlyche-numerical-linear-algebra_FO1424
lyche-numerical-linear-algebra_FO14251110.9331 \Longleftrightarrow 3lyche-numerical-linear-algebra_FO1425
lyche-numerical-linear-algebra_FO14261110.9334 \Longrightarrow 3lyche-numerical-linear-algebra_FO1426
lyche-numerical-linear-algebra_FO14271110.8351 \Longrightarrow 3lyche-numerical-linear-algebra_FO1427
lyche-numerical-linear-algebra_FO14281110.8351 \Longleftrightarrow 4lyche-numerical-linear-algebra_FO1428
lyche-numerical-linear-algebra_FO14291110.8353 \Longrightarrow 1lyche-numerical-linear-algebra_FO1429
lyche-numerical-linear-algebra_FO14301120.997\boldsymbol{A}:=\left[\begin{array}{ll}1 & 1 \\ 1 & 1\end{array}\right]lyche-numerical-linear-algebra_FO1430
lyche-numerical-linear-algebra_FO14311120.996\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}=x_{1}^{2}+x_{2}^{2}+x_{1} x_{2}+x_{2} x_{1}=\left(x_{1}+x_{2}\right)^{2} \geq 0lyche-numerical-linear-algebra_FO1431
lyche-numerical-linear-algebra_FO14321120.996\boldsymbol{x} \in \mathbb{R}^{2}lyche-numerical-linear-algebra_FO1432
lyche-numerical-linear-algebra_FO14331121.000\lambda_{2}=0lyche-numerical-linear-algebra_FO1433
lyche-numerical-linear-algebra_FO14341120.998\operatorname{det}\left(\left[a_{11}\right]\right)=lyche-numerical-linear-algebra_FO1434
lyche-numerical-linear-algebra_FO14351120.971\operatorname{det}\left(\left[a_{22}\right]\right)=1lyche-numerical-linear-algebra_FO1435
lyche-numerical-linear-algebra_FO14361120.575\boldsymbol{A}=\boldsymbol{B B}^{*}lyche-numerical-linear-algebra_FO1436
lyche-numerical-linear-algebra_FO14371120.575\boldsymbol{B}=\left[\begin{array}{ll}1 & 0 \\ 1 & 0\end{array}\right]lyche-numerical-linear-algebra_FO1437
lyche-numerical-linear-algebra_FO14381120.546\boldsymbol{A}:=\left[\begin{array}{rr}0 & 0 \\ 0 & -1\end{array}\right]lyche-numerical-linear-algebra_FO1438
lyche-numerical-linear-algebra_FO14391121.000\operatorname{det}(\boldsymbol{A})>0lyche-numerical-linear-algebra_FO1439
lyche-numerical-linear-algebra_FO14401121.000a_{i i} a_{j j}>a_{i j} a_{j i}lyche-numerical-linear-algebra_FO1440
lyche-numerical-linear-algebra_FO14411130.752\lambda=\frac{\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{x}}{\boldsymbol{x}^{T} \boldsymbol{x}}>0lyche-numerical-linear-algebra_FO1441
lyche-numerical-linear-algebra_FO14421130.981\left[\begin{array}{cc}a_{i i} & a_{i j} \\ a_{j i} & a_{j j}\end{array}\right]lyche-numerical-linear-algebra_FO1442
lyche-numerical-linear-algebra_FO14431131.000a \in \mathbb{R}lyche-numerical-linear-algebra_FO1443
lyche-numerical-linear-algebra_FO14441131.000\boldsymbol{A}[a]lyche-numerical-linear-algebra_FO1444
lyche-numerical-linear-algebra_FO14451131.000a \in\left[1-\frac{\sqrt{5}}{2}, 1+\frac{\sqrt{5}}{2}\right]lyche-numerical-linear-algebra_FO1445
lyche-numerical-linear-algebra_FO14461131.000alyche-numerical-linear-algebra_FO1446
lyche-numerical-linear-algebra_FO14471141.000\boldsymbol{A}:=\left[\begin{array}{cc}1 & 0 \\ -2 & 1\end{array}\right]lyche-numerical-linear-algebra_FO1447
lyche-numerical-linear-algebra_FO14481141.000\boldsymbol{E} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1448
lyche-numerical-linear-algebra_FO14491141.000\boldsymbol{E}=\boldsymbol{I}+\boldsymbol{u} \boldsymbol{u}^{T}lyche-numerical-linear-algebra_FO1449
lyche-numerical-linear-algebra_FO14501141.000\boldsymbol{u} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO1450
lyche-numerical-linear-algebra_FO14511141.000\boldsymbol{E}lyche-numerical-linear-algebra_FO1451
lyche-numerical-linear-algebra_FO14521140.834\boldsymbol{E}^{-1} .1lyche-numerical-linear-algebra_FO1452
lyche-numerical-linear-algebra_FO14531141.000\boldsymbol{A}=\boldsymbol{B}+\boldsymbol{u} \boldsymbol{u}^{T}lyche-numerical-linear-algebra_FO1453
lyche-numerical-linear-algebra_FO14541141.000\boldsymbol{A}=\boldsymbol{L} \boldsymbol{L}^{T}lyche-numerical-linear-algebra_FO1454
lyche-numerical-linear-algebra_FO14551140.998\boldsymbol{A}_{+}lyche-numerical-linear-algebra_FO1455
lyche-numerical-linear-algebra_FO14561140.998(n+1) \times(n+1)lyche-numerical-linear-algebra_FO1456
lyche-numerical-linear-algebra_FO14571141.000\alphalyche-numerical-linear-algebra_FO1457
lyche-numerical-linear-algebra_FO14581141.000\boldsymbol{A}_{+}=\boldsymbol{L}_{+} \boldsymbol{L}_{+}^{T}lyche-numerical-linear-algebra_FO1458
lyche-numerical-linear-algebra_FO14591141.000\boldsymbol{L}_{+}lyche-numerical-linear-algebra_FO1459
lyche-numerical-linear-algebra_FO14601141.000\alpha>\left\|\boldsymbol{L}^{-1} \boldsymbol{a}\right\|_{2}^{2}lyche-numerical-linear-algebra_FO1460
lyche-numerical-linear-algebra_FO14611141.000\boldsymbol{E}^{-1}lyche-numerical-linear-algebra_FO1461
lyche-numerical-linear-algebra_FO14621141.000\boldsymbol{E}^{-1}=\boldsymbol{I}+a \boldsymbol{u} \boldsymbol{u}^{T}lyche-numerical-linear-algebra_FO1462
lyche-numerical-linear-algebra_FO14631150.493\left[\begin{array}{lll}10 & 4 & 3 \\ 4 & 0 & 2 \\ 3 & 2 & 5\end{array}\right]lyche-numerical-linear-algebra_FO1463
lyche-numerical-linear-algebra_FO14641171.000\mathcal{V} \times \mathcal{V} \rightarrow \mathbb{C}lyche-numerical-linear-algebra_FO1464
lyche-numerical-linear-algebra_FO14651171.000\boldsymbol{x}, \boldsymbol{y}, \boldsymbol{z} \in \mathcal{V}lyche-numerical-linear-algebra_FO1465
lyche-numerical-linear-algebra_FO14661171.000a, b \in \mathbb{C}lyche-numerical-linear-algebra_FO1466
lyche-numerical-linear-algebra_FO14671171.000\langle\boldsymbol{x}, \boldsymbol{x}\rangle \geq 0lyche-numerical-linear-algebra_FO1467
lyche-numerical-linear-algebra_FO14681171.000\langle\boldsymbol{x}, \boldsymbol{y}\rangle=\overline{\langle\boldsymbol{y}, \boldsymbol{x}\rangle}lyche-numerical-linear-algebra_FO1468
lyche-numerical-linear-algebra_FO14691171.000\langle a \boldsymbol{x}+b \boldsymbol{y}, \boldsymbol{z}\rangle=a\langle\boldsymbol{x}, \boldsymbol{z}\rangle+b\langle\boldsymbol{y}, \boldsymbol{z}\ranglelyche-numerical-linear-algebra_FO1469
lyche-numerical-linear-algebra_FO14701170.996(\mathcal{V},\langle\cdot, \cdot\rangle)lyche-numerical-linear-algebra_FO1470
lyche-numerical-linear-algebra_FO14711170.975\|\boldsymbol{x}\|=\|\boldsymbol{x}\|_{2}=\sqrt{\boldsymbol{x}^{*} \boldsymbol{x}}lyche-numerical-linear-algebra_FO1471
lyche-numerical-linear-algebra_FO14721181.0000 \boldsymbol{x}+\boldsymbol{y}=\mathbf{0}lyche-numerical-linear-algebra_FO1472
lyche-numerical-linear-algebra_FO14731181.000\langle\boldsymbol{x}, \boldsymbol{y}\rangle=\langle\boldsymbol{x}, 0 \boldsymbol{y}\rangle=0\langle\boldsymbol{x}, \boldsymbol{y}\rangle=0lyche-numerical-linear-algebra_FO1473
lyche-numerical-linear-algebra_FO14741181.000\|\boldsymbol{y}\|=0lyche-numerical-linear-algebra_FO1474
lyche-numerical-linear-algebra_FO14751181.000\boldsymbol{y} \neq \mathbf{0}lyche-numerical-linear-algebra_FO1475
lyche-numerical-linear-algebra_FO14761180.862\langle\boldsymbol{z}, \boldsymbol{y}\rangle=\langle\boldsymbol{x}, \boldsymbol{y}\rangle-a\langle\boldsymbol{y}, \boldsymbol{y}\rangle=0lyche-numerical-linear-algebra_FO1476
lyche-numerical-linear-algebra_FO14771181.000\|\boldsymbol{y}\|^{2}lyche-numerical-linear-algebra_FO1477
lyche-numerical-linear-algebra_FO14781181.000\boldsymbol{z}=\mathbf{0}lyche-numerical-linear-algebra_FO1478
lyche-numerical-linear-algebra_FO14791181.000\|\boldsymbol{x}\| \geq 0lyche-numerical-linear-algebra_FO1479
lyche-numerical-linear-algebra_FO14801181.000\|a \boldsymbol{x}\|=|a|\|\boldsymbol{x}\|lyche-numerical-linear-algebra_FO1480
lyche-numerical-linear-algebra_FO14811181.000\|\boldsymbol{x}+\boldsymbol{y}\| \leq\|\boldsymbol{x}\|+\|\boldsymbol{y}\|lyche-numerical-linear-algebra_FO1481
lyche-numerical-linear-algebra_FO14821181.000\|\boldsymbol{x}\|:=\sqrt{\langle\boldsymbol{x}, \boldsymbol{x}\rangle}lyche-numerical-linear-algebra_FO1482
lyche-numerical-linear-algebra_FO14831181.000\left\|\|: \mathbb{C}^{n} \rightarrow \mathbb{R}\right.lyche-numerical-linear-algebra_FO1483
lyche-numerical-linear-algebra_FO14841191.000\|\boldsymbol{x}+a \boldsymbol{y}\|^{2}=\langle\boldsymbol{x}+a \boldsymbol{y}, \boldsymbol{x}+a \boldsymbol{y}\ranglelyche-numerical-linear-algebra_FO1484
lyche-numerical-linear-algebra_FO14851191.000a=1lyche-numerical-linear-algebra_FO1485
lyche-numerical-linear-algebra_FO14861190.999-1 \leq \frac{\langle\boldsymbol{x}, \boldsymbol{y}\rangle}{\|\boldsymbol{x}\|\|\boldsymbol{y}\|} \leq 1lyche-numerical-linear-algebra_FO1486
lyche-numerical-linear-algebra_FO14871191.000\thetalyche-numerical-linear-algebra_FO1487
lyche-numerical-linear-algebra_FO14881191.000[0, \pi]lyche-numerical-linear-algebra_FO1488
lyche-numerical-linear-algebra_FO14891191.000\boldsymbol{x} \perp \boldsymbol{y}lyche-numerical-linear-algebra_FO1489
lyche-numerical-linear-algebra_FO14901191.000\langle\boldsymbol{x}, \boldsymbol{y}\rangle=0lyche-numerical-linear-algebra_FO1490
lyche-numerical-linear-algebra_FO14911191.000\|\boldsymbol{x}\|=\|\boldsymbol{y}\|=1lyche-numerical-linear-algebra_FO1491
lyche-numerical-linear-algebra_FO14921191.000\theta=\pi / 2lyche-numerical-linear-algebra_FO1492
lyche-numerical-linear-algebra_FO14931190.997\left\langle\boldsymbol{v}_{i}, \boldsymbol{v}_{j}\right\rangle=0lyche-numerical-linear-algebra_FO1493
lyche-numerical-linear-algebra_FO14941190.734\left\langle\boldsymbol{v}_{i}, \boldsymbol{v}_{j}\right\rangle=\delta_{i j}lyche-numerical-linear-algebra_FO1494
lyche-numerical-linear-algebra_FO14951200.999\left\{\boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{k}\right\}lyche-numerical-linear-algebra_FO1495
lyche-numerical-linear-algebra_FO14961200.833(\mathcal{S},\langle\cdot, \cdot\rangle)lyche-numerical-linear-algebra_FO1496
lyche-numerical-linear-algebra_FO14971200.999S_{j}:=\operatorname{span}\left\{\boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{j}\right\}lyche-numerical-linear-algebra_FO1497
lyche-numerical-linear-algebra_FO14981200.999\boldsymbol{v}_{1}=\boldsymbol{s}_{1}lyche-numerical-linear-algebra_FO1498
lyche-numerical-linear-algebra_FO14991201.000S_{1}lyche-numerical-linear-algebra_FO1499
lyche-numerical-linear-algebra_FO15001201.000j \geq 2lyche-numerical-linear-algebra_FO1500
lyche-numerical-linear-algebra_FO15011201.000\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{j-1}lyche-numerical-linear-algebra_FO1501
lyche-numerical-linear-algebra_FO15021201.000S_{j-1}lyche-numerical-linear-algebra_FO1502
lyche-numerical-linear-algebra_FO15031201.000\boldsymbol{v}_{j}lyche-numerical-linear-algebra_FO1503
lyche-numerical-linear-algebra_FO15041201.000\boldsymbol{v}_{i}lyche-numerical-linear-algebra_FO1504
lyche-numerical-linear-algebra_FO15051201.000\boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{i}lyche-numerical-linear-algebra_FO1505
lyche-numerical-linear-algebra_FO15061201.000\boldsymbol{v}_{j}=\sum_{i=1}^{j} a_{i} \boldsymbol{s}_{i}lyche-numerical-linear-algebra_FO1506
lyche-numerical-linear-algebra_FO15071201.000a_{0}, \ldots, a_{j}lyche-numerical-linear-algebra_FO1507
lyche-numerical-linear-algebra_FO15081201.000a_{j}=1lyche-numerical-linear-algebra_FO1508
lyche-numerical-linear-algebra_FO15091201.000\boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{j}lyche-numerical-linear-algebra_FO1509
lyche-numerical-linear-algebra_FO15101201.000a_{j} \neq 0lyche-numerical-linear-algebra_FO1510
lyche-numerical-linear-algebra_FO15111201.000\boldsymbol{v}_{j} \neq 0lyche-numerical-linear-algebra_FO1511
lyche-numerical-linear-algebra_FO15121201.000l=1, \ldots, j-1lyche-numerical-linear-algebra_FO1512
lyche-numerical-linear-algebra_FO15131201.000\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{j}lyche-numerical-linear-algebra_FO1513
lyche-numerical-linear-algebra_FO15141201.000S_{j}lyche-numerical-linear-algebra_FO1514
lyche-numerical-linear-algebra_FO15151201.000\left\{\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{k}\right\}lyche-numerical-linear-algebra_FO1515
lyche-numerical-linear-algebra_FO15161211.000\mathcal{S} \subset \mathcal{T}lyche-numerical-linear-algebra_FO1516
lyche-numerical-linear-algebra_FO15171211.000\operatorname{dim} \mathcal{S}:=k<\operatorname{dim} \mathcal{T}=nlyche-numerical-linear-algebra_FO1517
lyche-numerical-linear-algebra_FO15181211.000\boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{k}lyche-numerical-linear-algebra_FO1518
lyche-numerical-linear-algebra_FO15191211.000\boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{k}, \boldsymbol{s}_{k+1}, \ldots, \boldsymbol{s}_{n}lyche-numerical-linear-algebra_FO1519
lyche-numerical-linear-algebra_FO15201210.955\boldsymbol{v}_{i}=\boldsymbol{s}_{i}lyche-numerical-linear-algebra_FO1520
lyche-numerical-linear-algebra_FO15211211.0001, \ldots, klyche-numerical-linear-algebra_FO1521
lyche-numerical-linear-algebra_FO15221211.0002 \leq r<klyche-numerical-linear-algebra_FO1522
lyche-numerical-linear-algebra_FO15231211.000\boldsymbol{v}_{j}=\boldsymbol{s}_{j}lyche-numerical-linear-algebra_FO1523
lyche-numerical-linear-algebra_FO15241211.000j=1, \ldots, r-1lyche-numerical-linear-algebra_FO1524
lyche-numerical-linear-algebra_FO15251211.000j=rlyche-numerical-linear-algebra_FO1525
lyche-numerical-linear-algebra_FO15261211.000\left\langle\boldsymbol{s}_{r}, \boldsymbol{v}_{i}\right\rangle=lyche-numerical-linear-algebra_FO1526
lyche-numerical-linear-algebra_FO15271210.999\left\langle\boldsymbol{s}_{r}, \boldsymbol{s}_{i}\right\rangle=0lyche-numerical-linear-algebra_FO1527
lyche-numerical-linear-algebra_FO15281210.999i<rlyche-numerical-linear-algebra_FO1528
lyche-numerical-linear-algebra_FO15291210.999\boldsymbol{v}_{r}=\boldsymbol{s}_{r}lyche-numerical-linear-algebra_FO1529
lyche-numerical-linear-algebra_FO15301210.999\mathcal{S}=\operatorname{span}\left(\boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{k}\right)lyche-numerical-linear-algebra_FO1530
lyche-numerical-linear-algebra_FO15311211.0001 \leq k<nlyche-numerical-linear-algebra_FO1531
lyche-numerical-linear-algebra_FO15321211.000\langle\boldsymbol{x}, \boldsymbol{y}\ranglelyche-numerical-linear-algebra_FO1532
lyche-numerical-linear-algebra_FO15331211.000\mathcal{S}+\mathcal{T}:=\{\boldsymbol{s}+\boldsymbol{t}: \boldsymbol{s} \in \mathcal{S}lyche-numerical-linear-algebra_FO1533
lyche-numerical-linear-algebra_FO15341211.000\boldsymbol{t} \in \mathcal{T}\}lyche-numerical-linear-algebra_FO1534
lyche-numerical-linear-algebra_FO15351210.967\boldsymbol{\operatorname { s u m }} \mathcal{S} \oplus \mathcal{T}lyche-numerical-linear-algebra_FO1535
lyche-numerical-linear-algebra_FO15361210.998\mathcal{S} \stackrel{\perp}{\oplus} \mathcal{T}lyche-numerical-linear-algebra_FO1536
lyche-numerical-linear-algebra_FO15371210.998\langle\boldsymbol{s}, \boldsymbol{t}\rangle=0lyche-numerical-linear-algebra_FO1537
lyche-numerical-linear-algebra_FO15381210.998\boldsymbol{s} \in \mathcal{S}lyche-numerical-linear-algebra_FO1538
lyche-numerical-linear-algebra_FO15391210.998\boldsymbol{t} \in \mathcal{T}lyche-numerical-linear-algebra_FO1539
lyche-numerical-linear-algebra_FO15401211.000\boldsymbol{v} \in \mathcal{S} \oplus \mathcal{T}lyche-numerical-linear-algebra_FO1540
lyche-numerical-linear-algebra_FO15411211.000\boldsymbol{v}=\boldsymbol{s}+\boldsymbol{t}lyche-numerical-linear-algebra_FO1541
lyche-numerical-linear-algebra_FO15421211.000\boldsymbol{v}=\boldsymbol{s}_{1}+\boldsymbol{t}_{1}=\boldsymbol{s}_{2}+\boldsymbol{t}_{2}lyche-numerical-linear-algebra_FO1542
lyche-numerical-linear-algebra_FO15431211.000\boldsymbol{s}_{1}, \boldsymbol{s}_{2} \in \mathcal{S}lyche-numerical-linear-algebra_FO1543
lyche-numerical-linear-algebra_FO15441211.000\boldsymbol{t}_{1}, \boldsymbol{t}_{2} \in \mathcal{T}lyche-numerical-linear-algebra_FO1544
lyche-numerical-linear-algebra_FO15451210.969\mathbf{0}=\boldsymbol{s}_{1}-\boldsymbol{s}_{2}+\boldsymbol{t}_{1}-\boldsymbol{t}_{2}lyche-numerical-linear-algebra_FO1545
lyche-numerical-linear-algebra_FO15461210.969\boldsymbol{s}_{1}-\boldsymbol{s}_{2}=\boldsymbol{t}_{2}-\boldsymbol{t}_{1}lyche-numerical-linear-algebra_FO1546
lyche-numerical-linear-algebra_FO15471210.969\boldsymbol{s}_{1}-\boldsymbol{s}_{2}lyche-numerical-linear-algebra_FO1547
lyche-numerical-linear-algebra_FO15481210.969\boldsymbol{t}_{2}-\boldsymbol{t}_{1}lyche-numerical-linear-algebra_FO1548
lyche-numerical-linear-algebra_FO15491211.000\boldsymbol{s}_{1}-\boldsymbol{s}_{2}=\boldsymbol{t}_{2}-\boldsymbol{t}_{1}=\mathbf{0}lyche-numerical-linear-algebra_FO1549
lyche-numerical-linear-algebra_FO15501211.000\boldsymbol{s}_{1}=\boldsymbol{s}_{2}lyche-numerical-linear-algebra_FO1550
lyche-numerical-linear-algebra_FO15511211.000\boldsymbol{t}_{2}=\boldsymbol{t}_{1}lyche-numerical-linear-algebra_FO1551
lyche-numerical-linear-algebra_FO15521211.000\boldsymbol{v} \in \mathcal{S} \cap \mathcal{T}lyche-numerical-linear-algebra_FO1552
lyche-numerical-linear-algebra_FO15531211.000\langle\boldsymbol{v}, \boldsymbol{v}\rangle=0lyche-numerical-linear-algebra_FO1553
lyche-numerical-linear-algebra_FO15541211.000\boldsymbol{v}=0lyche-numerical-linear-algebra_FO1554
lyche-numerical-linear-algebra_FO15551211.000\mathcal{T}:=\mathcal{S}^{\perp}lyche-numerical-linear-algebra_FO1555
lyche-numerical-linear-algebra_FO15561211.000\boldsymbol{v}=\boldsymbol{s}_{0}+\boldsymbol{t}_{0} \in \mathcal{S} \oplus \mathcal{T}lyche-numerical-linear-algebra_FO1556
lyche-numerical-linear-algebra_FO15571211.000\boldsymbol{s}_{0} \in \mathcal{S}lyche-numerical-linear-algebra_FO1557
lyche-numerical-linear-algebra_FO15581211.000\boldsymbol{t}_{0} \in \mathcal{T}lyche-numerical-linear-algebra_FO1558
lyche-numerical-linear-algebra_FO15591211.000\boldsymbol{s}_{0}lyche-numerical-linear-algebra_FO1559
lyche-numerical-linear-algebra_FO15601211.000\boldsymbol{t}_{0}lyche-numerical-linear-algebra_FO1560
lyche-numerical-linear-algebra_FO15611221.000\mathcal{T}=\mathcal{S}^{\perp}lyche-numerical-linear-algebra_FO1561
lyche-numerical-linear-algebra_FO15621221.000\langle\cdot, \cdot\ranglelyche-numerical-linear-algebra_FO1562
lyche-numerical-linear-algebra_FO15631220.984\boldsymbol{v} \in \mathcal{S} \stackrel{\perp}{\oplus} \mathcal{T}lyche-numerical-linear-algebra_FO1563
lyche-numerical-linear-algebra_FO15641221.000\boldsymbol{v}=\boldsymbol{s}_{0}+\boldsymbol{t}_{0}lyche-numerical-linear-algebra_FO1564
lyche-numerical-linear-algebra_FO15651221.000\left\langle\boldsymbol{s}_{0}, \boldsymbol{s}\right\rangle=\left\langle\boldsymbol{v}-\boldsymbol{t}_{0}, \boldsymbol{s}\right\rangle=\langle\boldsymbol{v}, \boldsymbol{s}\ranglelyche-numerical-linear-algebra_FO1565
lyche-numerical-linear-algebra_FO15661221.000\left\langle\boldsymbol{t}_{0}, \boldsymbol{s}\right\rangle=0lyche-numerical-linear-algebra_FO1566
lyche-numerical-linear-algebra_FO15671231.000\|\boldsymbol{v}\|:=\sqrt{\langle\boldsymbol{v}, \boldsymbol{v}\rangle}lyche-numerical-linear-algebra_FO1567
lyche-numerical-linear-algebra_FO15681231.000\boldsymbol{v} \in \mathcal{V}lyche-numerical-linear-algebra_FO1568
lyche-numerical-linear-algebra_FO15691230.975s_{0} \neq s \in \mathcal{S}lyche-numerical-linear-algebra_FO1569
lyche-numerical-linear-algebra_FO15701230.9750 \neq \boldsymbol{u}:=s_{0}-s \in \mathcal{S}lyche-numerical-linear-algebra_FO1570
lyche-numerical-linear-algebra_FO15711231.000\left\langle\boldsymbol{v}-\boldsymbol{s}_{0}, \boldsymbol{u}\right\rangle=0lyche-numerical-linear-algebra_FO1571
lyche-numerical-linear-algebra_FO15721231.000\langle\boldsymbol{x}, \boldsymbol{y}\rangle:=\boldsymbol{y}^{*} \boldsymbol{x}=\sum_{j=1}^{n} x_{j} \overline{y_{j}}lyche-numerical-linear-algebra_FO1572
lyche-numerical-linear-algebra_FO15731231.000\boldsymbol{A}^{T}=\boldsymbol{A} \Longleftrightarrow\langle\boldsymbol{A} \boldsymbol{x}, \boldsymbol{y}\rangle=\langle\boldsymbol{x}, \overline{\boldsymbol{A}} \boldsymbol{y}\ranglelyche-numerical-linear-algebra_FO1573
lyche-numerical-linear-algebra_FO15741231.000\boldsymbol{A}^{*}=\boldsymbol{A} \Longleftrightarrow\langle\boldsymbol{A} \boldsymbol{x}, \boldsymbol{y}\rangle=\langle\boldsymbol{x}, \boldsymbol{A} \boldsymbol{y}\ranglelyche-numerical-linear-algebra_FO1574
lyche-numerical-linear-algebra_FO15751231.000\boldsymbol{x}=\boldsymbol{e}_{j}lyche-numerical-linear-algebra_FO1575
lyche-numerical-linear-algebra_FO15761231.000\boldsymbol{y}=\boldsymbol{e}_{i}lyche-numerical-linear-algebra_FO1576
lyche-numerical-linear-algebra_FO15771230.815\boldsymbol{A}=\boldsymbol{A}^{T}lyche-numerical-linear-algebra_FO1577
lyche-numerical-linear-algebra_FO15781231.000\boldsymbol{U}^{*} \boldsymbol{U}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1578
lyche-numerical-linear-algebra_FO15791231.000\boldsymbol{U}^{T} \boldsymbol{U}=lyche-numerical-linear-algebra_FO1579
lyche-numerical-linear-algebra_FO15801231.000\boldsymbol{U}^{-1}=\boldsymbol{U}^{*}lyche-numerical-linear-algebra_FO1580
lyche-numerical-linear-algebra_FO15811231.000\boldsymbol{U} \boldsymbol{U}^{*}=lyche-numerical-linear-algebra_FO1581
lyche-numerical-linear-algebra_FO15821231.000\boldsymbol{U} \boldsymbol{U}^{-1}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1582
lyche-numerical-linear-algebra_FO15831231.000\boldsymbol{U}_{1}^{*} \boldsymbol{U}_{1}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1583
lyche-numerical-linear-algebra_FO15841231.000\boldsymbol{U}_{2}^{*} \boldsymbol{U}_{2}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1584
lyche-numerical-linear-algebra_FO15851231.000\left(\boldsymbol{U}_{1} \boldsymbol{U}_{2}\right)^{*}\left(\boldsymbol{U}_{1} \boldsymbol{U}_{2}\right)=lyche-numerical-linear-algebra_FO1585
lyche-numerical-linear-algebra_FO15861230.984\boldsymbol{U}_{2}^{*} \boldsymbol{U}_{1}^{*} \boldsymbol{U}_{1} \boldsymbol{U}_{2}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1586
lyche-numerical-linear-algebra_FO15871240.997\langle\boldsymbol{U} \boldsymbol{x}, \boldsymbol{U} \boldsymbol{y}\rangle=\langle\boldsymbol{x}, \boldsymbol{y}\ranglelyche-numerical-linear-algebra_FO1587
lyche-numerical-linear-algebra_FO15881240.997\|\boldsymbol{U} \boldsymbol{x}\|_{2}=lyche-numerical-linear-algebra_FO1588
lyche-numerical-linear-algebra_FO15891241.000\|\boldsymbol{x}\|_{2}lyche-numerical-linear-algebra_FO1589
lyche-numerical-linear-algebra_FO15901241.000i, j=1, \ldots, nlyche-numerical-linear-algebra_FO1590
lyche-numerical-linear-algebra_FO15911241.000\left(\boldsymbol{U}^{*} \boldsymbol{U}\right)_{i, j}=\delta_{i, j}lyche-numerical-linear-algebra_FO1591
lyche-numerical-linear-algebra_FO15921241.000\boldsymbol{y}=\boldsymbol{x}lyche-numerical-linear-algebra_FO1592
lyche-numerical-linear-algebra_FO15931241.000\boldsymbol{H} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO1593
lyche-numerical-linear-algebra_FO15941241.000\boldsymbol{H}^{*}=(\boldsymbol{I}-lyche-numerical-linear-algebra_FO1594
lyche-numerical-linear-algebra_FO15951241.000\left.\boldsymbol{u} \boldsymbol{u}^{*}\right)^{*}=\boldsymbol{H}lyche-numerical-linear-algebra_FO1595
lyche-numerical-linear-algebra_FO15961241.000\boldsymbol{I}-2 \boldsymbol{u} \boldsymbol{u}^{*}lyche-numerical-linear-algebra_FO1596
lyche-numerical-linear-algebra_FO15971241.000\boldsymbol{u}^{*} \boldsymbol{u}=1lyche-numerical-linear-algebra_FO1597
lyche-numerical-linear-algebra_FO15981241.000\boldsymbol{v} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO1598
lyche-numerical-linear-algebra_FO15991251.000\boldsymbol{H}=\boldsymbol{I}-\boldsymbol{u} \boldsymbol{u}^{*}lyche-numerical-linear-algebra_FO1599
lyche-numerical-linear-algebra_FO16001251.000\boldsymbol{u}:=\sqrt{2} \frac{\boldsymbol{v}}{\|\boldsymbol{v}\|_{2}}lyche-numerical-linear-algebra_FO1600
lyche-numerical-linear-algebra_FO16011251.000\sqrt{2}lyche-numerical-linear-algebra_FO1601
lyche-numerical-linear-algebra_FO16021251.000\|\boldsymbol{x}\|_{2}=\|\boldsymbol{y}\|_{2}, \boldsymbol{y}^{*} \boldsymbol{x}lyche-numerical-linear-algebra_FO1602
lyche-numerical-linear-algebra_FO16031250.993\boldsymbol{v}:=\boldsymbol{x}-\boldsymbol{y} \neq \mathbf{0}lyche-numerical-linear-algebra_FO1603
lyche-numerical-linear-algebra_FO16041250.993\left(\boldsymbol{I}-2 \frac{\boldsymbol{v} \boldsymbol{v}^{*}}{\boldsymbol{v}^{*} \boldsymbol{v}}\right) \boldsymbol{x}=\boldsymbol{y}lyche-numerical-linear-algebra_FO1604
lyche-numerical-linear-algebra_FO16051251.000\boldsymbol{x}^{*} \boldsymbol{x}=\boldsymbol{y}^{*} \boldsymbol{y}lyche-numerical-linear-algebra_FO1605
lyche-numerical-linear-algebra_FO16061251.000\operatorname{Re}\left(\boldsymbol{y}^{*} \boldsymbol{x}\right)=\boldsymbol{y}^{*} \boldsymbol{x}lyche-numerical-linear-algebra_FO1606
lyche-numerical-linear-algebra_FO16071250.998\left(\boldsymbol{I}-2 \frac{\boldsymbol{v} \boldsymbol{v}^{*}}{\boldsymbol{v}^{*} \boldsymbol{v}}\right) \boldsymbol{x}=\boldsymbol{x}-\frac{2 \boldsymbol{v}^{*} \boldsymbol{x}}{\boldsymbol{v}^{*} \boldsymbol{v}} \boldsymbol{v}=\boldsymbol{x}-\boldsymbol{v}=\boldsymbol{y}lyche-numerical-linear-algebra_FO1607
lyche-numerical-linear-algebra_FO16081251.000\boldsymbol{H} \boldsymbol{x}lyche-numerical-linear-algebra_FO1608
lyche-numerical-linear-algebra_FO16091251.000\mathcal{M}:=lyche-numerical-linear-algebra_FO1609
lyche-numerical-linear-algebra_FO16101251.000\left\{\boldsymbol{w} \in \mathbb{R}^{n}: \boldsymbol{w}^{*} \boldsymbol{v}=0\right\}lyche-numerical-linear-algebra_FO1610
lyche-numerical-linear-algebra_FO16111251.000(\boldsymbol{x}+\boldsymbol{y}) / 2lyche-numerical-linear-algebra_FO1611
lyche-numerical-linear-algebra_FO16121251.000\boldsymbol{x}-\boldsymbol{y}lyche-numerical-linear-algebra_FO1612
lyche-numerical-linear-algebra_FO16131261.000\boldsymbol{x}:=[1,0,1]^{T}lyche-numerical-linear-algebra_FO1613
lyche-numerical-linear-algebra_FO16141261.000\boldsymbol{y}:=[-1,0,1]^{T}lyche-numerical-linear-algebra_FO1614
lyche-numerical-linear-algebra_FO16151261.000\boldsymbol{v}=lyche-numerical-linear-algebra_FO1615
lyche-numerical-linear-algebra_FO16161261.000\boldsymbol{x}-\boldsymbol{y}=[2,0,0]^{T}lyche-numerical-linear-algebra_FO1616
lyche-numerical-linear-algebra_FO16171260.999y zlyche-numerical-linear-algebra_FO1617
lyche-numerical-linear-algebra_FO16181260.999\boldsymbol{H} \boldsymbol{x}=[-1,0,1]^{T}=\boldsymbol{y}lyche-numerical-linear-algebra_FO1618
lyche-numerical-linear-algebra_FO16191260.999\boldsymbol{P} \boldsymbol{x}=[0,0,1]^{T}=lyche-numerical-linear-algebra_FO1619
lyche-numerical-linear-algebra_FO16201261.000(\boldsymbol{x}+\boldsymbol{y}) / 2 \in \mathcal{M}lyche-numerical-linear-algebra_FO1620
lyche-numerical-linear-algebra_FO16211261.000\boldsymbol{H} \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO1621
lyche-numerical-linear-algebra_FO16221261.000a=0lyche-numerical-linear-algebra_FO1622
lyche-numerical-linear-algebra_FO16231261.000\|\boldsymbol{u}\|_{2}=\sqrt{2}lyche-numerical-linear-algebra_FO1623
lyche-numerical-linear-algebra_FO16241261.000\boldsymbol{u}:=\sqrt{2} \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO1624
lyche-numerical-linear-algebra_FO16251261.000\boldsymbol{x} \neq \mathbf{0}lyche-numerical-linear-algebra_FO1625
lyche-numerical-linear-algebra_FO16261260.971|\rho|=1lyche-numerical-linear-algebra_FO1626
lyche-numerical-linear-algebra_FO16271260.971\rho\|\boldsymbol{x}\|_{2} \boldsymbol{z}=|\rho|^{2} \boldsymbol{x}=\boldsymbol{x}lyche-numerical-linear-algebra_FO1627
lyche-numerical-linear-algebra_FO16281260.971\|\boldsymbol{z}\|_{2}=1lyche-numerical-linear-algebra_FO1628
lyche-numerical-linear-algebra_FO16291260.971z_{1}=lyche-numerical-linear-algebra_FO1629
lyche-numerical-linear-algebra_FO16301260.969\left|x_{1}\right| /\|\boldsymbol{x}\|_{2}lyche-numerical-linear-algebra_FO1630
lyche-numerical-linear-algebra_FO16311260.969\boldsymbol{u}^{*} \boldsymbol{u}=\frac{\left(z+\boldsymbol{e}_{1}\right)^{*}\left(z+\boldsymbol{e}_{1}\right)}{1+z_{1}}=\frac{2+2 z_{1}}{1+z_{1}}=2lyche-numerical-linear-algebra_FO1631
lyche-numerical-linear-algebra_FO16321271.000\boldsymbol{u}^{*} \boldsymbol{u}=2lyche-numerical-linear-algebra_FO1632
lyche-numerical-linear-algebra_FO16331270.986\left(\boldsymbol{I}-\boldsymbol{u u}^{*}\right) \boldsymbol{x}=a \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO1633
lyche-numerical-linear-algebra_FO16341270.999z_{1}=\left|x_{1}\right| /\|\boldsymbol{x}\|_{2} \geq 0lyche-numerical-linear-algebra_FO1634
lyche-numerical-linear-algebra_FO16351270.999\|\boldsymbol{z}\|_{2}=lyche-numerical-linear-algebra_FO1635
lyche-numerical-linear-algebra_FO16361271.0001 \leq 1+z_{1} \leq 2lyche-numerical-linear-algebra_FO1636
lyche-numerical-linear-algebra_FO16371271.0001+z_{1}lyche-numerical-linear-algebra_FO1637
lyche-numerical-linear-algebra_FO16381270.887\boldsymbol{H} \boldsymbol{x}=\left(\boldsymbol{I}-\boldsymbol{u} \boldsymbol{u}^{*}\right) \boldsymbol{x}=\boldsymbol{x}-\left(\boldsymbol{u}^{*} \boldsymbol{x}\right) \boldsymbol{u}lyche-numerical-linear-algebra_FO1638
lyche-numerical-linear-algebra_FO16391270.887\boldsymbol{u}, \boldsymbol{x} \in \mathbb{R}^{m}lyche-numerical-linear-algebra_FO1639
lyche-numerical-linear-algebra_FO16401270.8872 mlyche-numerical-linear-algebra_FO1640
lyche-numerical-linear-algebra_FO16411270.994\boldsymbol{u}^{T} \boldsymbol{x}, mlyche-numerical-linear-algebra_FO1641
lyche-numerical-linear-algebra_FO16421270.994\left(\boldsymbol{u}^{T} \boldsymbol{x}\right) \boldsymbol{u}lyche-numerical-linear-algebra_FO1642
lyche-numerical-linear-algebra_FO16431271.0004 mlyche-numerical-linear-algebra_FO1643
lyche-numerical-linear-algebra_FO16441271.0004 m nlyche-numerical-linear-algebra_FO1644
lyche-numerical-linear-algebra_FO16451271.000\boldsymbol{H} \boldsymbol{A}=\boldsymbol{A}-\left(\boldsymbol{u}^{T} \boldsymbol{A}\right) \boldsymbol{u}lyche-numerical-linear-algebra_FO1645
lyche-numerical-linear-algebra_FO16461271.000\boldsymbol{x}^{T}:=[\boldsymbol{y}, \boldsymbol{z}]^{T}lyche-numerical-linear-algebra_FO1646
lyche-numerical-linear-algebra_FO16471271.000\boldsymbol{y} \in \mathbb{C}^{k}, \boldsymbol{z} \in \mathbb{C}^{n-k}lyche-numerical-linear-algebra_FO1647
lyche-numerical-linear-algebra_FO16481271.0001 \leq k<lyche-numerical-linear-algebra_FO1648
lyche-numerical-linear-algebra_FO16491270.915[\hat{\boldsymbol{u}}, a]:=\operatorname{housegen}(\boldsymbol{z})lyche-numerical-linear-algebra_FO1649
lyche-numerical-linear-algebra_FO16501270.384\hat{\boldsymbol{H}}=\boldsymbol{I}-\hat{\boldsymbol{u}} \hat{\boldsymbol{u}}^{*}lyche-numerical-linear-algebra_FO1650
lyche-numerical-linear-algebra_FO16511270.384\hat{\boldsymbol{H}} z=a \boldsymbol{e}_{1} \in \mathbb{C}^{n-k}lyche-numerical-linear-algebra_FO1651
lyche-numerical-linear-algebra_FO16521270.384\boldsymbol{u}:=\left[\begin{array}{c}\mathbf{0} \\ \hat{\boldsymbol{u}}\end{array}\right] \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO1652
lyche-numerical-linear-algebra_FO16531271.000\boldsymbol{u}^{*} \boldsymbol{u}=\hat{\boldsymbol{u}}^{*} \hat{\boldsymbol{u}}=2lyche-numerical-linear-algebra_FO1653
lyche-numerical-linear-algebra_FO16541281.000\boldsymbol{R} \in \mathbb{C}^{m \times n}lyche-numerical-linear-algebra_FO1654
lyche-numerical-linear-algebra_FO16551281.000r_{i, j}=0lyche-numerical-linear-algebra_FO1655
lyche-numerical-linear-algebra_FO16561281.000j<ilyche-numerical-linear-algebra_FO1656
lyche-numerical-linear-algebra_FO16571281.000i=2,3 \ldots, mlyche-numerical-linear-algebra_FO1657
lyche-numerical-linear-algebra_FO16581281.000m \leq nlyche-numerical-linear-algebra_FO1658
lyche-numerical-linear-algebra_FO16591280.996\boldsymbol{H}_{1}, \ldots, \boldsymbol{H}_{n}lyche-numerical-linear-algebra_FO1659
lyche-numerical-linear-algebra_FO16601281.000\boldsymbol{R}_{1}lyche-numerical-linear-algebra_FO1660
lyche-numerical-linear-algebra_FO16611291.000\hat{\boldsymbol{H}}_{k}:=\boldsymbol{I}-\hat{\boldsymbol{u}}_{k} \hat{\boldsymbol{u}}_{k}^{*}lyche-numerical-linear-algebra_FO1661
lyche-numerical-linear-algebra_FO16621291.000\left[a_{k, k}^{(k)}, \ldots, a_{m, k}^{(k)}\right]^{T}lyche-numerical-linear-algebra_FO1662
lyche-numerical-linear-algebra_FO16631291.000\boldsymbol{D}_{k}lyche-numerical-linear-algebra_FO1663
lyche-numerical-linear-algebra_FO16641291.000\boldsymbol{e}_{1}, \hat{\boldsymbol{H}}_{k}\left(\boldsymbol{D}_{k} \boldsymbol{e}_{1}\right)=a_{k} \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO1664
lyche-numerical-linear-algebra_FO16651290.865\left[\hat{\boldsymbol{u}}_{k}, a_{k}\right]=\operatorname{housegen}\left(\boldsymbol{D}_{k} \boldsymbol{e}_{1}\right)lyche-numerical-linear-algebra_FO1665
lyche-numerical-linear-algebra_FO16661290.865\boldsymbol{H}_{k}:=\left[\begin{array}{cc}\boldsymbol{I}_{k-1} & \mathbf{0} \\ \mathbf{0} & \hat{\boldsymbol{H}}_{k}\end{array}\right]lyche-numerical-linear-algebra_FO1666
lyche-numerical-linear-algebra_FO16671291.000\boldsymbol{B}_{k+1} \in \mathbb{C}^{k \times k}lyche-numerical-linear-algebra_FO1667
lyche-numerical-linear-algebra_FO16681291.000\boldsymbol{D}_{k+1} \in \mathbb{C}^{(m-k) \times(n-k)}lyche-numerical-linear-algebra_FO1668
lyche-numerical-linear-algebra_FO16691291.000\boldsymbol{A}_{k+1}lyche-numerical-linear-algebra_FO1669
lyche-numerical-linear-algebra_FO16701291.000\boldsymbol{R}:=\boldsymbol{A}_{n+1}=\left[\begin{array}{c}\boldsymbol{R}_{1} \\ \mathbf{0}\end{array}\right]lyche-numerical-linear-algebra_FO1670
lyche-numerical-linear-algebra_FO16711291.000m>1lyche-numerical-linear-algebra_FO1671
lyche-numerical-linear-algebra_FO16721291.000m-1lyche-numerical-linear-algebra_FO1672
lyche-numerical-linear-algebra_FO16731290.999\boldsymbol{H}_{m-1} \cdots \boldsymbol{H}_{1} \boldsymbol{A}lyche-numerical-linear-algebra_FO1673
lyche-numerical-linear-algebra_FO16741291.000\hat{\boldsymbol{u}}_{k}=\left[u_{k k}, \ldots, u_{m k}\right]^{T}lyche-numerical-linear-algebra_FO1674
lyche-numerical-linear-algebra_FO16751291.000u_{k, k}lyche-numerical-linear-algebra_FO1675
lyche-numerical-linear-algebra_FO16761291.000a_{k}=r_{k, k}lyche-numerical-linear-algebra_FO1676
lyche-numerical-linear-algebra_FO16771291.000m=4lyche-numerical-linear-algebra_FO1677
lyche-numerical-linear-algebra_FO16781291.000\boldsymbol{B} \in \mathbb{C}^{m \times r}lyche-numerical-linear-algebra_FO1678
lyche-numerical-linear-algebra_FO16791291.000\boldsymbol{H}_{1}, \ldots, \boldsymbol{H}_{s}lyche-numerical-linear-algebra_FO1679
lyche-numerical-linear-algebra_FO16801291.000\boldsymbol{R}=\boldsymbol{H}_{s} \cdots \boldsymbol{H}_{1} \boldsymbol{A}lyche-numerical-linear-algebra_FO1680
lyche-numerical-linear-algebra_FO16811291.000\boldsymbol{C}=\boldsymbol{H}_{s} \cdots \boldsymbol{H}_{1} \boldsymbol{B}lyche-numerical-linear-algebra_FO1681
lyche-numerical-linear-algebra_FO16821291.000r_{k, k}lyche-numerical-linear-algebra_FO1682
lyche-numerical-linear-algebra_FO16831290.961\operatorname{side}(\mathrm{s}) \boldsymbol{B}lyche-numerical-linear-algebra_FO1683
lyche-numerical-linear-algebra_FO16841290.999\boldsymbol{B}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1684
lyche-numerical-linear-algebra_FO16851300.998v=\hat{\boldsymbol{u}}_{k}lyche-numerical-linear-algebra_FO1685
lyche-numerical-linear-algebra_FO16861300.998\hat{\boldsymbol{H}}_{k} \boldsymbol{C}=\left(\boldsymbol{I}-\boldsymbol{v} \boldsymbol{v}^{*}\right) \boldsymbol{C}=\boldsymbol{C}-\boldsymbol{v}\left(\boldsymbol{v}^{*} \boldsymbol{C}\right)lyche-numerical-linear-algebra_FO1686
lyche-numerical-linear-algebra_FO16871301.000n+1, \ldots, mlyche-numerical-linear-algebra_FO1687
lyche-numerical-linear-algebra_FO16881301.000\boldsymbol{C}-\boldsymbol{v} *\left(\boldsymbol{v}^{*} * \boldsymbol{C}\right)lyche-numerical-linear-algebra_FO1688
lyche-numerical-linear-algebra_FO16891301.000\boldsymbol{C} \in \mathbb{C}^{(m-k+1) \times(n+r-k)}lyche-numerical-linear-algebra_FO1689
lyche-numerical-linear-algebra_FO16901301.000m \geq nlyche-numerical-linear-algebra_FO1690
lyche-numerical-linear-algebra_FO16911301.000\boldsymbol{C}-\boldsymbol{v} *\left(\boldsymbol{v}^{T} * \boldsymbol{C}\right)lyche-numerical-linear-algebra_FO1691
lyche-numerical-linear-algebra_FO16921301.0004(m-k+1)(n+r-k)lyche-numerical-linear-algebra_FO1692
lyche-numerical-linear-algebra_FO16931301.000r=0lyche-numerical-linear-algebra_FO1693
lyche-numerical-linear-algebra_FO16941301.0004 n^{3} / 3=2 G_{n}lyche-numerical-linear-algebra_FO1694
lyche-numerical-linear-algebra_FO16951301.000\boldsymbol{R} \boldsymbol{x}=\boldsymbol{c}lyche-numerical-linear-algebra_FO1695
lyche-numerical-linear-algebra_FO16961311.0004 n^{3} / 3=lyche-numerical-linear-algebra_FO1696
lyche-numerical-linear-algebra_FO16971310.998\boldsymbol{R}=\boldsymbol{H}_{n-1} \cdots \boldsymbol{H}_{1} \boldsymbol{A}lyche-numerical-linear-algebra_FO1697
lyche-numerical-linear-algebra_FO16981311.000\boldsymbol{Q}=\boldsymbol{H}_{1} \cdots \boldsymbol{H}_{n-1}lyche-numerical-linear-algebra_FO1698
lyche-numerical-linear-algebra_FO16991310.982\mathbf{Q R}lyche-numerical-linear-algebra_FO1699
lyche-numerical-linear-algebra_FO17001310.982\boldsymbol{Q} \in \mathbb{C}^{m, m}lyche-numerical-linear-algebra_FO1700
lyche-numerical-linear-algebra_FO17011311.000\boldsymbol{R}_{1} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO1701
lyche-numerical-linear-algebra_FO17021311.000\mathbf{0}_{m-n, n}lyche-numerical-linear-algebra_FO1702
lyche-numerical-linear-algebra_FO17031311.000m-nlyche-numerical-linear-algebra_FO1703
lyche-numerical-linear-algebra_FO17041310.961\boldsymbol{A}=\boldsymbol{Q}_{1} \boldsymbol{R}_{1}lyche-numerical-linear-algebra_FO1704
lyche-numerical-linear-algebra_FO17051311.000\boldsymbol{Q}_{1} \in \mathbb{C}^{m \times n}lyche-numerical-linear-algebra_FO1705
lyche-numerical-linear-algebra_FO17061311.000\boldsymbol{Q} \boldsymbol{R}lyche-numerical-linear-algebra_FO1706
lyche-numerical-linear-algebra_FO17071311.000\left[\boldsymbol{Q}_{1}, \boldsymbol{Q}_{2}\right]lyche-numerical-linear-algebra_FO1707
lyche-numerical-linear-algebra_FO17081311.000\boldsymbol{R}=\left[\begin{array}{c}\boldsymbol{R}_{1} \\ \mathbf{0}\end{array}\right]lyche-numerical-linear-algebra_FO1708
lyche-numerical-linear-algebra_FO17091311.000\boldsymbol{Q}_{1} \in \mathbb{R}^{m \times n}lyche-numerical-linear-algebra_FO1709
lyche-numerical-linear-algebra_FO17101311.000\boldsymbol{R}_{1} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1710
lyche-numerical-linear-algebra_FO17111311.000\left\{\boldsymbol{q}_{1}, \ldots, \boldsymbol{q}_{n}\right\}lyche-numerical-linear-algebra_FO1711
lyche-numerical-linear-algebra_FO17121311.000\boldsymbol{Q}_{1}lyche-numerical-linear-algebra_FO1712
lyche-numerical-linear-algebra_FO17131311.000\left\{\boldsymbol{q}_{1}, \ldots, \boldsymbol{q}_{n}, \boldsymbol{q}_{n+1}, \ldots, \boldsymbol{q}_{m}\right\}lyche-numerical-linear-algebra_FO1713
lyche-numerical-linear-algebra_FO17141311.000\boldsymbol{Q}=\left[\boldsymbol{q}_{1}, \ldots, \boldsymbol{q}_{m}\right]lyche-numerical-linear-algebra_FO1714
lyche-numerical-linear-algebra_FO17151320.743\boldsymbol{Q}^{T} \boldsymbol{Q}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1715
lyche-numerical-linear-algebra_FO17161321.000Q Rlyche-numerical-linear-algebra_FO1716
lyche-numerical-linear-algebra_FO17171321.000\boldsymbol{A}=[1] \boldsymbol{A}lyche-numerical-linear-algebra_FO1717
lyche-numerical-linear-algebra_FO17181321.000s:=\min (m-1, n)lyche-numerical-linear-algebra_FO1718
lyche-numerical-linear-algebra_FO17191320.999\boldsymbol{R}=\boldsymbol{C} \boldsymbol{A}lyche-numerical-linear-algebra_FO1719
lyche-numerical-linear-algebra_FO17201320.999\boldsymbol{C}=lyche-numerical-linear-algebra_FO1720
lyche-numerical-linear-algebra_FO17211320.615\boldsymbol{H}_{s} \cdots \boldsymbol{H}_{2} \boldsymbol{H}_{1}lyche-numerical-linear-algebra_FO1721
lyche-numerical-linear-algebra_FO17221320.615\boldsymbol{Q}:=\boldsymbol{C}^{*}=lyche-numerical-linear-algebra_FO1722
lyche-numerical-linear-algebra_FO17231321.000\boldsymbol{H}_{1} \cdots \boldsymbol{H}_{s}lyche-numerical-linear-algebra_FO1723
lyche-numerical-linear-algebra_FO17241321.000\boldsymbol{A}^{*} \boldsymbol{A}=lyche-numerical-linear-algebra_FO1724
lyche-numerical-linear-algebra_FO17251321.000\boldsymbol{R}_{1}^{*} \boldsymbol{Q}_{1}^{*} \boldsymbol{Q}_{1} \boldsymbol{R}_{1}=\boldsymbol{R}_{1}^{*} \boldsymbol{R}_{1}lyche-numerical-linear-algebra_FO1725
lyche-numerical-linear-algebra_FO17261321.000\boldsymbol{R}_{1}^{*} \boldsymbol{R}_{1}lyche-numerical-linear-algebra_FO1726
lyche-numerical-linear-algebra_FO17271321.000\boldsymbol{Q}_{1}=\boldsymbol{A} \boldsymbol{R}_{1}^{-1}lyche-numerical-linear-algebra_FO1727
lyche-numerical-linear-algebra_FO17281321.000\boldsymbol{B}:=\boldsymbol{A}^{T} \boldsymbol{A}=\left[\begin{array}{cc}5 & -4 \\ -4 & 5\end{array}\right]lyche-numerical-linear-algebra_FO1728
lyche-numerical-linear-algebra_FO17291321.000\boldsymbol{B}=\boldsymbol{R}^{T} \boldsymbol{R}lyche-numerical-linear-algebra_FO1729
lyche-numerical-linear-algebra_FO17301321.000\boldsymbol{R}=\frac{1}{\sqrt{5}}\left[\begin{array}{cc}5 & -4 \\ 0 & 3\end{array}\right]lyche-numerical-linear-algebra_FO1730
lyche-numerical-linear-algebra_FO17311321.000\boldsymbol{R}^{-1}=\frac{1}{3 \sqrt{5}}\left[\begin{array}{ll}3 & 4 \\ 0 & 5\end{array}\right]lyche-numerical-linear-algebra_FO1731
lyche-numerical-linear-algebra_FO17321320.889\boldsymbol{Q}=\boldsymbol{A} \boldsymbol{R}^{-1}=\frac{1}{\sqrt{5}}\left[\begin{array}{cc}2 & 1 \\ -1 & 2\end{array}\right]lyche-numerical-linear-algebra_FO1732
lyche-numerical-linear-algebra_FO17331330.992\boldsymbol{a}_{1}, \ldots, \boldsymbol{a}_{n}lyche-numerical-linear-algebra_FO1733
lyche-numerical-linear-algebra_FO17341331.000\mathcal{R}(\boldsymbol{A})lyche-numerical-linear-algebra_FO1734
lyche-numerical-linear-algebra_FO17351331.000\boldsymbol{A}=\left[\begin{array}{cc}2 & -1 \\ -1 & 2\end{array}\right]=\left[\boldsymbol{a}_{1}, \boldsymbol{a}_{2}\right]lyche-numerical-linear-algebra_FO1735
lyche-numerical-linear-algebra_FO17361330.999\boldsymbol{v}_{1}=\boldsymbol{a}_{1}lyche-numerical-linear-algebra_FO1736
lyche-numerical-linear-algebra_FO17371330.999\boldsymbol{v}_{2}=\boldsymbol{a}_{2}-\frac{\boldsymbol{a}_{2}^{T} \boldsymbol{v}_{1}}{\boldsymbol{v}_{1}^{T} \boldsymbol{v}_{1}} \boldsymbol{v}_{1}=\frac{3}{5}\left[\begin{array}{l}1 \\ 2\end{array}\right]lyche-numerical-linear-algebra_FO1737
lyche-numerical-linear-algebra_FO17381330.999\boldsymbol{Q}=\left[\boldsymbol{q}_{1}, \boldsymbol{q}_{2}\right]lyche-numerical-linear-algebra_FO1738
lyche-numerical-linear-algebra_FO17391331.000\boldsymbol{q}_{1}=\frac{1}{\sqrt{5}}\left[\begin{array}{c}2 \\ -1\end{array}\right]lyche-numerical-linear-algebra_FO1739
lyche-numerical-linear-algebra_FO17401331.000\boldsymbol{q}_{2}=\frac{1}{\sqrt{5}}\left[\begin{array}{l}1 \\ 2\end{array}\right]lyche-numerical-linear-algebra_FO1740
lyche-numerical-linear-algebra_FO17411341.000n=4lyche-numerical-linear-algebra_FO1741
lyche-numerical-linear-algebra_FO17421341.000\boldsymbol{P} \in \mathbb{R}^{2,2}lyche-numerical-linear-algebra_FO1742
lyche-numerical-linear-algebra_FO17431341.000\theta \in[0,2 \pi)lyche-numerical-linear-algebra_FO1743
lyche-numerical-linear-algebra_FO17441341.000c=\cos \thetalyche-numerical-linear-algebra_FO1744
lyche-numerical-linear-algebra_FO17451341.000s=\sin \thetalyche-numerical-linear-algebra_FO1745
lyche-numerical-linear-algebra_FO17461341.000\theta=0lyche-numerical-linear-algebra_FO1746
lyche-numerical-linear-algebra_FO17471341.000\boldsymbol{P}=\boldsymbol{R}lyche-numerical-linear-algebra_FO1747
lyche-numerical-linear-algebra_FO17481351.000\boldsymbol{P}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1748
lyche-numerical-linear-algebra_FO17491351.0001 \leq i<j \leq nlyche-numerical-linear-algebra_FO1749
lyche-numerical-linear-algebra_FO17501350.998\boldsymbol{P}_{i j}=\left(p_{k l}\right) \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1750
lyche-numerical-linear-algebra_FO17511350.998p_{k l}=\delta_{k l}lyche-numerical-linear-algebra_FO1751
lyche-numerical-linear-algebra_FO17521350.998i i, j j, i j, j ilyche-numerical-linear-algebra_FO1752
lyche-numerical-linear-algebra_FO17531351.000\boldsymbol{B}=\boldsymbol{P}_{i j} \boldsymbol{A}lyche-numerical-linear-algebra_FO1753
lyche-numerical-linear-algebra_FO17541351.000\boldsymbol{C}=\boldsymbol{A} \boldsymbol{P}_{i j}lyche-numerical-linear-algebra_FO1754
lyche-numerical-linear-algebra_FO17551351.000\boldsymbol{B}(k,:)=\boldsymbol{A}(k,:)lyche-numerical-linear-algebra_FO1755
lyche-numerical-linear-algebra_FO17561351.000\boldsymbol{C}(:, k)=\boldsymbol{A}(:, k)lyche-numerical-linear-algebra_FO1756
lyche-numerical-linear-algebra_FO17571351.000k \neq i, jlyche-numerical-linear-algebra_FO1757
lyche-numerical-linear-algebra_FO17581350.9992 n^{3}lyche-numerical-linear-algebra_FO1758
lyche-numerical-linear-algebra_FO17591351.000\boldsymbol{P}_{i, i+1}lyche-numerical-linear-algebra_FO1759
lyche-numerical-linear-algebra_FO17601361.000\langle\boldsymbol{x}, \boldsymbol{y}\rangle:=\boldsymbol{y}^{*} \boldsymbol{A}^{*} \boldsymbol{A} \boldsymbol{x}lyche-numerical-linear-algebra_FO1760
lyche-numerical-linear-algebra_FO17611360.998[0, \pi / 2]lyche-numerical-linear-algebra_FO1761
lyche-numerical-linear-algebra_FO17621361.000\boldsymbol{x}=\boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO1762
lyche-numerical-linear-algebra_FO17631361.000\|\boldsymbol{x}\|_{2}=\|\boldsymbol{y}\|_{2}lyche-numerical-linear-algebra_FO1763
lyche-numerical-linear-algebra_FO17641360.998\left(\boldsymbol{I}-2 \frac{\boldsymbol{v} \boldsymbol{v}^{T}}{\boldsymbol{v}^{T} \boldsymbol{v}}\right) \boldsymbol{x}=\boldsymbol{y}lyche-numerical-linear-algebra_FO1764
lyche-numerical-linear-algebra_FO17651361.000\boldsymbol{H} \boldsymbol{x}=\boldsymbol{y}lyche-numerical-linear-algebra_FO1765
lyche-numerical-linear-algebra_FO17661360.995\boldsymbol{x}=\left[\begin{array}{l}3 \\ 4\end{array}\right], \quad \boldsymbol{y}=\left[\begin{array}{l}5 \\ 0\end{array}\right]lyche-numerical-linear-algebra_FO1766
lyche-numerical-linear-algebra_FO17671361.000\boldsymbol{x}=\left[\begin{array}{l}2 \\ 2 \\ 1\end{array}\right], \quad \boldsymbol{y}=\left[\begin{array}{l}0 \\ 3 \\ 0\end{array}\right]lyche-numerical-linear-algebra_FO1767
lyche-numerical-linear-algebra_FO17681371.000\boldsymbol{x}=[\cos \phi, \sin \phi]^{T}lyche-numerical-linear-algebra_FO1768
lyche-numerical-linear-algebra_FO17691370.997\boldsymbol{v}:=\boldsymbol{x}-\boldsymbol{y} \neq 0lyche-numerical-linear-algebra_FO1769
lyche-numerical-linear-algebra_FO17701371.000\boldsymbol{B} \in \mathbb{R}^{4,4}lyche-numerical-linear-algebra_FO1770
lyche-numerical-linear-algebra_FO17711371.0000<\epsilon<1lyche-numerical-linear-algebra_FO1771
lyche-numerical-linear-algebra_FO17721371.000\boldsymbol{B}_{1}lyche-numerical-linear-algebra_FO1772
lyche-numerical-linear-algebra_FO17731370.857\boldsymbol{B}_{1}:=\boldsymbol{H} \boldsymbol{B} \boldsymbol{H}lyche-numerical-linear-algebra_FO1773
lyche-numerical-linear-algebra_FO17741381.000\boldsymbol{H}_{1}, \boldsymbol{H}_{2} \in \mathbb{R}^{3 \times 3}lyche-numerical-linear-algebra_FO1774
lyche-numerical-linear-algebra_FO17751381.000\boldsymbol{H}_{2} \boldsymbol{H}_{1} \boldsymbol{A}lyche-numerical-linear-algebra_FO1775
lyche-numerical-linear-algebra_FO17761380.999\boldsymbol{A}=\left[\boldsymbol{a}_{1}, \ldots, \boldsymbol{a}_{n}\right] \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO1776
lyche-numerical-linear-algebra_FO17771381.000|\operatorname{det}(\boldsymbol{Q})|=1lyche-numerical-linear-algebra_FO1777
lyche-numerical-linear-algebra_FO17781381.000\boldsymbol{R}=\left[\boldsymbol{r}_{1}, \ldots, \boldsymbol{r}_{n}\right]lyche-numerical-linear-algebra_FO1778
lyche-numerical-linear-algebra_FO17791380.986\left(\boldsymbol{A}^{*} \boldsymbol{A}\right)_{j j}=\left\|\boldsymbol{a}_{j}\right\|_{2}^{2}=\left(\boldsymbol{R}^{*} \boldsymbol{R}\right)_{j j}=\left\|\boldsymbol{r}_{j}\right\|_{2}^{2}lyche-numerical-linear-algebra_FO1779
lyche-numerical-linear-algebra_FO17801381.000|\operatorname{det}(\boldsymbol{A})|=\prod_{j=1}^{n}\left|r_{j j}\right| \leq \prod_{j=1}^{n}\left\|\boldsymbol{a}_{j}\right\|_{2}lyche-numerical-linear-algebra_FO1780
lyche-numerical-linear-algebra_FO17811380.949\boldsymbol{B}=\boldsymbol{L}^{T} \boldsymbol{L}lyche-numerical-linear-algebra_FO1781
lyche-numerical-linear-algebra_FO17821380.995\boldsymbol{B}=\boldsymbol{L} \boldsymbol{L}^{T}lyche-numerical-linear-algebra_FO1782
lyche-numerical-linear-algebra_FO17831381.000l_{i, j}lyche-numerical-linear-algebra_FO1783
lyche-numerical-linear-algebra_FO17841381.000i=n, n-1, \ldots, 1lyche-numerical-linear-algebra_FO1784
lyche-numerical-linear-algebra_FO17851381.000j=i, 1,2 \ldots, i-1lyche-numerical-linear-algebra_FO1785
lyche-numerical-linear-algebra_FO17861381.000\boldsymbol{L}^{T} \boldsymbol{L}lyche-numerical-linear-algebra_FO1786
lyche-numerical-linear-algebra_FO17871381.000\boldsymbol{B} \boldsymbol{x}=\boldsymbol{c}lyche-numerical-linear-algebra_FO1787
lyche-numerical-linear-algebra_FO17881381.000\|\boldsymbol{L}\|_{F}lyche-numerical-linear-algebra_FO1788
lyche-numerical-linear-algebra_FO17891381.000\boldsymbol{Q} \boldsymbol{L}lyche-numerical-linear-algebra_FO1789
lyche-numerical-linear-algebra_FO17901381.000\boldsymbol{Q} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO1790
lyche-numerical-linear-algebra_FO17911381.000\boldsymbol{a}:=\left[a_{1}, \ldots, a_{n}\right]^{T} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO1791
lyche-numerical-linear-algebra_FO17921381.000\boldsymbol{e}_{n}:=[0, \ldots, 0,1]^{T}lyche-numerical-linear-algebra_FO1792
lyche-numerical-linear-algebra_FO17931380.724\boldsymbol{H}:=\boldsymbol{I}-2 \frac{\boldsymbol{v} \boldsymbol{v}^{*}}{\boldsymbol{v}^{*} \boldsymbol{v}}lyche-numerical-linear-algebra_FO1793
lyche-numerical-linear-algebra_FO17941380.724\boldsymbol{H} \boldsymbol{a}=-s \boldsymbol{e}_{n}lyche-numerical-linear-algebra_FO1794
lyche-numerical-linear-algebra_FO17951381.000|s|=\|\boldsymbol{a}\|_{2}lyche-numerical-linear-algebra_FO1795
lyche-numerical-linear-algebra_FO17961381.000slyche-numerical-linear-algebra_FO1796
lyche-numerical-linear-algebra_FO17971380.630\Longleftrightarrow \boldsymbol{R}lyche-numerical-linear-algebra_FO1797
lyche-numerical-linear-algebra_FO17981380.630\Longleftrightarrow \boldsymbol{A}^{*} \boldsymbol{A}lyche-numerical-linear-algebra_FO1798
lyche-numerical-linear-algebra_FO17991391.0001 \leq r \leq n, \boldsymbol{v}_{r} \in \mathbb{R}^{r}, \boldsymbol{v}_{r} \neq \mathbf{0}lyche-numerical-linear-algebra_FO1799
lyche-numerical-linear-algebra_FO18001391.000\boldsymbol{H}:=\left[\begin{array}{cc}\boldsymbol{V}_{r} & \mathbf{0} \\ \mathbf{0} & \boldsymbol{I}_{n-r}\end{array}\right]lyche-numerical-linear-algebra_FO1800
lyche-numerical-linear-algebra_FO18011391.000a_{i, j}=0lyche-numerical-linear-algebra_FO1801
lyche-numerical-linear-algebra_FO18021391.000i=1, \ldots, rlyche-numerical-linear-algebra_FO1802
lyche-numerical-linear-algebra_FO18031391.000j=r+1, \ldots, nlyche-numerical-linear-algebra_FO1803
lyche-numerical-linear-algebra_FO18041391.000\boldsymbol{H} \boldsymbol{A}lyche-numerical-linear-algebra_FO1804
lyche-numerical-linear-algebra_FO18051391.000\boldsymbol{H}_{1}, \ldots, \boldsymbol{H}_{n-1}lyche-numerical-linear-algebra_FO1805
lyche-numerical-linear-algebra_FO18061391.000\boldsymbol{H}_{n-1}, \ldots, \boldsymbol{H}_{1} \boldsymbol{A}lyche-numerical-linear-algebra_FO1806
lyche-numerical-linear-algebra_FO18071391.000d \leq n-1lyche-numerical-linear-algebra_FO1807
lyche-numerical-linear-algebra_FO18081391.000\boldsymbol{B}:=\boldsymbol{A}^{T} \boldsymbol{A}lyche-numerical-linear-algebra_FO1808
lyche-numerical-linear-algebra_FO18091391.000\leq 2 dlyche-numerical-linear-algebra_FO1809
lyche-numerical-linear-algebra_FO18101390.426\mathrm{B}=lyche-numerical-linear-algebra_FO1810
lyche-numerical-linear-algebra_FO18111390.426(\mathrm{A}, \mathrm{d})lyche-numerical-linear-algebra_FO1811
lyche-numerical-linear-algebra_FO18121391.000\mathcal{O}\left(c n^{2}\right)lyche-numerical-linear-algebra_FO1812
lyche-numerical-linear-algebra_FO18131391.000\boldsymbol{A}^{T} \boldsymbol{A}=\boldsymbol{R}^{T} \boldsymbol{R}lyche-numerical-linear-algebra_FO1813
lyche-numerical-linear-algebra_FO18141391.0002 dlyche-numerical-linear-algebra_FO1814
lyche-numerical-linear-algebra_FO18151400.928\boldsymbol{x}=\left[\begin{array}{c}r \cos \alpha \\ r \sin \alpha\end{array}\right]lyche-numerical-linear-algebra_FO1815
lyche-numerical-linear-algebra_FO18161400.928\boldsymbol{P} \boldsymbol{x}=lyche-numerical-linear-algebra_FO1816
lyche-numerical-linear-algebra_FO18171400.711\left[\begin{array}{l}r \cos (\alpha-\theta) \\ r \sin (\alpha-\theta)\end{array}\right]lyche-numerical-linear-algebra_FO1817
lyche-numerical-linear-algebra_FO18181400.988\boldsymbol{H} \in \mathbb{R}^{4,4}lyche-numerical-linear-algebra_FO1818
lyche-numerical-linear-algebra_FO18191401.000\boldsymbol{G}_{1}, \boldsymbol{G}_{2}, \boldsymbol{G}_{3}lyche-numerical-linear-algebra_FO1819
lyche-numerical-linear-algebra_FO18201401.000\boldsymbol{G}_{k}=\boldsymbol{P}_{i, j}lyche-numerical-linear-algebra_FO1820
lyche-numerical-linear-algebra_FO18211401.000i, j, clyche-numerical-linear-algebra_FO1821
lyche-numerical-linear-algebra_FO18221400.999\boldsymbol{P}_{k, k+1}lyche-numerical-linear-algebra_FO1822
lyche-numerical-linear-algebra_FO18231400.838\boldsymbol{G}:=\left[\begin{array}{rc}c & s \\ -s & c\end{array}\right] \in \mathbb{R}^{2 \times 2}lyche-numerical-linear-algebra_FO1823
lyche-numerical-linear-algebra_FO18241400.838s^{2}+c^{2}=1lyche-numerical-linear-algebra_FO1824
lyche-numerical-linear-algebra_FO18251411.000\boldsymbol{G}lyche-numerical-linear-algebra_FO1825
lyche-numerical-linear-algebra_FO18261411.000x_{1}, x_{2} \in \mathbb{R}lyche-numerical-linear-algebra_FO1826
lyche-numerical-linear-algebra_FO18271411.000r:=\sqrt{x_{1}^{2}+x_{2}^{2}}lyche-numerical-linear-algebra_FO1827
lyche-numerical-linear-algebra_FO18281411.000y_{1}, y_{2}lyche-numerical-linear-algebra_FO1828
lyche-numerical-linear-algebra_FO18291411.000y_{1}=y_{2}lyche-numerical-linear-algebra_FO1829
lyche-numerical-linear-algebra_FO18301411.000\left[\begin{array}{l}y_{1} \\ y_{2}\end{array}\right]=\boldsymbol{G}\left[\begin{array}{l}x_{1} \\ x_{2}\end{array}\right]lyche-numerical-linear-algebra_FO1830
lyche-numerical-linear-algebra_FO18311411.000i jlyche-numerical-linear-algebra_FO1831
lyche-numerical-linear-algebra_FO18321411.000\boldsymbol{P}_{i, j}lyche-numerical-linear-algebra_FO1832
lyche-numerical-linear-algebra_FO18331410.938i i, i j, j i, j jlyche-numerical-linear-algebra_FO1833
lyche-numerical-linear-algebra_FO18341411.000\theta \in \mathbb{R}lyche-numerical-linear-algebra_FO1834
lyche-numerical-linear-algebra_FO18351411.000\theta \in(-\pi / 2, \pi / 2]lyche-numerical-linear-algebra_FO1835
lyche-numerical-linear-algebra_FO18361410.910\boldsymbol{P} \boldsymbol{x}= \pm\|\boldsymbol{x}\|_{2} \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO1836
lyche-numerical-linear-algebra_FO18371410.910\boldsymbol{e}_{1}=(1,0)^{T}lyche-numerical-linear-algebra_FO1837
lyche-numerical-linear-algebra_FO18381411.000\boldsymbol{w} \in \mathbb{R}^{m}lyche-numerical-linear-algebra_FO1838
lyche-numerical-linear-algebra_FO18391410.481(m-1) mlyche-numerical-linear-algebra_FO1839
lyche-numerical-linear-algebra_FO18401410.989\alpha= \pm\|\boldsymbol{w}\|_{2}lyche-numerical-linear-algebra_FO1840
lyche-numerical-linear-algebra_FO18411421.000\boldsymbol{A}_{-}lyche-numerical-linear-algebra_FO1841
lyche-numerical-linear-algebra_FO18421420.916\boldsymbol{A} .{ }^{2}lyche-numerical-linear-algebra_FO1842
lyche-numerical-linear-algebra_FO18431420.936zlyche-numerical-linear-algebra_FO1843
lyche-numerical-linear-algebra_FO18441420.999\boldsymbol{A}+\boldsymbol{z} \boldsymbol{z}^{*}lyche-numerical-linear-algebra_FO1844
lyche-numerical-linear-algebra_FO18451421.000\boldsymbol{R}^{*} \boldsymbol{R}lyche-numerical-linear-algebra_FO1845
lyche-numerical-linear-algebra_FO18461420.987P_{i_{1}, n+1}, P_{i_{2}, n+1}, \ldots, P_{i_{n}, n+1}lyche-numerical-linear-algebra_FO1846
lyche-numerical-linear-algebra_FO18471421.000\boldsymbol{R}^{\prime}lyche-numerical-linear-algebra_FO1847
lyche-numerical-linear-algebra_FO18481420.996\left[\begin{array}{c}\boldsymbol{L}^{*} \\ \boldsymbol{z}^{*}\end{array}\right]lyche-numerical-linear-algebra_FO1848
lyche-numerical-linear-algebra_FO18491420.996i_{1}, \ldots, i_{n}lyche-numerical-linear-algebra_FO1849
lyche-numerical-linear-algebra_FO18501421.000\boldsymbol{Q}^{T} \boldsymbol{A}_{-}lyche-numerical-linear-algebra_FO1850
lyche-numerical-linear-algebra_FO18511460.999\left(\lambda_{k}, \boldsymbol{x}_{k}\right), k=lyche-numerical-linear-algebra_FO1851
lyche-numerical-linear-algebra_FO18521460.999\left\{\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{m}\right\}lyche-numerical-linear-algebra_FO1852
lyche-numerical-linear-algebra_FO18531460.999\sum_{j=1}^{m} c_{j} \boldsymbol{x}_{j}=\mathbf{0}lyche-numerical-linear-algebra_FO1853
lyche-numerical-linear-algebra_FO18541461.000c_{j}lyche-numerical-linear-algebra_FO1854
lyche-numerical-linear-algebra_FO18551461.000m \geq 2lyche-numerical-linear-algebra_FO1855
lyche-numerical-linear-algebra_FO18561461.000\sum_{j=1}^{m} c_{j} \lambda_{m} \boldsymbol{x}_{j}=\mathbf{0}lyche-numerical-linear-algebra_FO1856
lyche-numerical-linear-algebra_FO18571461.000\sum_{j=1}^{m-1} c_{j}\left(\lambda_{j}-\right.lyche-numerical-linear-algebra_FO1857
lyche-numerical-linear-algebra_FO18581461.000\left.\lambda_{m}\right) \boldsymbol{x}_{j}=\mathbf{0}lyche-numerical-linear-algebra_FO1858
lyche-numerical-linear-algebra_FO18591461.000\lambda_{j}-\lambda_{m} \neq 0lyche-numerical-linear-algebra_FO1859
lyche-numerical-linear-algebra_FO18601461.000j=1, \ldots, m-1lyche-numerical-linear-algebra_FO1860
lyche-numerical-linear-algebra_FO18611461.000c_{j} \neq 0lyche-numerical-linear-algebra_FO1861
lyche-numerical-linear-algebra_FO18621461.000j<mlyche-numerical-linear-algebra_FO1862
lyche-numerical-linear-algebra_FO18631461.000\left\{\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{m-1}\right\}lyche-numerical-linear-algebra_FO1863
lyche-numerical-linear-algebra_FO18641461.000\boldsymbol{I} \boldsymbol{x}=\boldsymbol{x}lyche-numerical-linear-algebra_FO1864
lyche-numerical-linear-algebra_FO18651461.000\lambda_{1}=\lambda_{2}=1lyche-numerical-linear-algebra_FO1865
lyche-numerical-linear-algebra_FO18661461.000\boldsymbol{x} \in \mathbb{C}^{2}lyche-numerical-linear-algebra_FO1866
lyche-numerical-linear-algebra_FO18671461.000\boldsymbol{e}_{2}lyche-numerical-linear-algebra_FO1867
lyche-numerical-linear-algebra_FO18681461.000\mathbb{C}^{2}lyche-numerical-linear-algebra_FO1868
lyche-numerical-linear-algebra_FO18691461.000\boldsymbol{J}lyche-numerical-linear-algebra_FO1869
lyche-numerical-linear-algebra_FO18701461.000\boldsymbol{J} \boldsymbol{x}=\boldsymbol{x}lyche-numerical-linear-algebra_FO1870
lyche-numerical-linear-algebra_FO18711461.000x_{2}=0lyche-numerical-linear-algebra_FO1871
lyche-numerical-linear-algebra_FO18721461.000\left[\begin{array}{cc}2 & -1 \\ -1 & 2\end{array}\right]lyche-numerical-linear-algebra_FO1872
lyche-numerical-linear-algebra_FO18731461.000\left(1,[1,1]^{T}\right)lyche-numerical-linear-algebra_FO1873
lyche-numerical-linear-algebra_FO18741461.000\left(3,[1,-1]^{T}\right)lyche-numerical-linear-algebra_FO1874
lyche-numerical-linear-algebra_FO18751461.000\boldsymbol{x}=\left[x_{1}, x_{2}\right]^{T} \in \mathbb{C}^{2}lyche-numerical-linear-algebra_FO1875
lyche-numerical-linear-algebra_FO18761471.000\boldsymbol{S} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO1876
lyche-numerical-linear-algebra_FO18771471.000\boldsymbol{B}=\boldsymbol{S}^{-1} \boldsymbol{A} \boldsymbol{S}lyche-numerical-linear-algebra_FO1877
lyche-numerical-linear-algebra_FO18781471.000\boldsymbol{A} \rightarrow \boldsymbol{B}lyche-numerical-linear-algebra_FO1878
lyche-numerical-linear-algebra_FO18791471.000\boldsymbol{s}_{1}, \boldsymbol{s}_{2}, \ldots, \boldsymbol{s}_{n}lyche-numerical-linear-algebra_FO1879
lyche-numerical-linear-algebra_FO18801471.000\operatorname{det}(\boldsymbol{A} \boldsymbol{C})=lyche-numerical-linear-algebra_FO1880
lyche-numerical-linear-algebra_FO18811471.000\operatorname{det}(\boldsymbol{A}) \operatorname{det}(\boldsymbol{C})lyche-numerical-linear-algebra_FO1881
lyche-numerical-linear-algebra_FO18821470.866\boldsymbol{S}^{-1} \boldsymbol{A} \boldsymbol{S}lyche-numerical-linear-algebra_FO1882
lyche-numerical-linear-algebra_FO18831470.866\lambda, \boldsymbol{S} \boldsymbol{x}lyche-numerical-linear-algebra_FO1883
lyche-numerical-linear-algebra_FO18841471.000\left(\boldsymbol{S}^{-1} \boldsymbol{A} \boldsymbol{S}\right) \boldsymbol{x}=\lambda \boldsymbol{x}lyche-numerical-linear-algebra_FO1884
lyche-numerical-linear-algebra_FO18851471.000\boldsymbol{A}(\boldsymbol{S} \boldsymbol{x})=\lambda(\boldsymbol{S} \boldsymbol{x})lyche-numerical-linear-algebra_FO1885
lyche-numerical-linear-algebra_FO18861471.000\boldsymbol{S}^{-1} \boldsymbol{A} \boldsymbol{S}=\boldsymbol{D}=\operatorname{diag}\left(\lambda_{1}, \ldots, \lambda_{n}\right)lyche-numerical-linear-algebra_FO1886
lyche-numerical-linear-algebra_FO18871471.000\boldsymbol{A} \boldsymbol{S}=\boldsymbol{S} \boldsymbol{D}lyche-numerical-linear-algebra_FO1887
lyche-numerical-linear-algebra_FO18881471.000\left[\boldsymbol{A} \boldsymbol{s}_{1}, \ldots, \boldsymbol{A} \boldsymbol{s}_{n}\right]=\left[\lambda_{1} \boldsymbol{s}_{1}, \ldots, \lambda_{n} \boldsymbol{s}_{n}\right]lyche-numerical-linear-algebra_FO1888
lyche-numerical-linear-algebra_FO18891471.000\boldsymbol{A}, \boldsymbol{C} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO1889
lyche-numerical-linear-algebra_FO18901471.000\boldsymbol{A} \boldsymbol{C}lyche-numerical-linear-algebra_FO1890
lyche-numerical-linear-algebra_FO18911471.000\boldsymbol{C} \boldsymbol{A}lyche-numerical-linear-algebra_FO1891
lyche-numerical-linear-algebra_FO18921471.000\boldsymbol{C} \in \mathbb{C}^{n \times m}lyche-numerical-linear-algebra_FO1892
lyche-numerical-linear-algebra_FO18931471.000n+mlyche-numerical-linear-algebra_FO1893
lyche-numerical-linear-algebra_FO18941470.997\boldsymbol{S}^{-1}=\left[\begin{array}{cc}\boldsymbol{I} & -\boldsymbol{A} \\ \mathbf{0} & \boldsymbol{I}\end{array}\right]lyche-numerical-linear-algebra_FO1894
lyche-numerical-linear-algebra_FO18951470.997\boldsymbol{E} \boldsymbol{S}=\boldsymbol{S} \boldsymbol{F}lyche-numerical-linear-algebra_FO1895
lyche-numerical-linear-algebra_FO18961471.000\boldsymbol{F}lyche-numerical-linear-algebra_FO1896
lyche-numerical-linear-algebra_FO18971471.000\pi_{\boldsymbol{E}}(\lambda)=\lambda^{n} \pi_{\boldsymbol{A} \boldsymbol{C}}(\lambda)=\pi_{\boldsymbol{F}}(\lambda)=\lambda^{m} \pi_{\boldsymbol{C} \boldsymbol{A}}(\lambda)lyche-numerical-linear-algebra_FO1897
lyche-numerical-linear-algebra_FO18981481.000\lambda_{1}, \ldots, \lambda_{k}lyche-numerical-linear-algebra_FO1898
lyche-numerical-linear-algebra_FO18991481.000a_{1}, \ldots, a_{k}lyche-numerical-linear-algebra_FO1899
lyche-numerical-linear-algebra_FO19001480.890a_{i}=a\left(\lambda_{i}\right)=a_{\boldsymbol{A}}\left(\lambda_{i}\right)lyche-numerical-linear-algebra_FO1900
lyche-numerical-linear-algebra_FO19011481.000\lambda_{i}lyche-numerical-linear-algebra_FO1901
lyche-numerical-linear-algebra_FO19021481.000a_{i}lyche-numerical-linear-algebra_FO1902
lyche-numerical-linear-algebra_FO19031481.000\lambda \in \sigma(\boldsymbol{A})lyche-numerical-linear-algebra_FO1903
lyche-numerical-linear-algebra_FO19041481.000g=g(\lambda)=lyche-numerical-linear-algebra_FO1904
lyche-numerical-linear-algebra_FO19051481.000g_{\boldsymbol{A}}(\lambda)lyche-numerical-linear-algebra_FO1905
lyche-numerical-linear-algebra_FO19061481.000\mathcal{N}(\boldsymbol{A}-\lambda \boldsymbol{I})lyche-numerical-linear-algebra_FO1906
lyche-numerical-linear-algebra_FO19071481.000\lambda=1lyche-numerical-linear-algebra_FO1907
lyche-numerical-linear-algebra_FO19081481.000\pi_{\boldsymbol{I}}(\lambda)=(1-\lambda)^{n}lyche-numerical-linear-algebra_FO1908
lyche-numerical-linear-algebra_FO19091481.000\boldsymbol{I}-\lambda \boldsymbol{I}lyche-numerical-linear-algebra_FO1909
lyche-numerical-linear-algebra_FO19101481.000a=g=nlyche-numerical-linear-algebra_FO1910
lyche-numerical-linear-algebra_FO19111480.985\boldsymbol{J}:=\left[\begin{array}{ll}1 & 1 \\ 0 & 1\end{array}\right]lyche-numerical-linear-algebra_FO1911
lyche-numerical-linear-algebra_FO19121481.000a=2lyche-numerical-linear-algebra_FO1912
lyche-numerical-linear-algebra_FO19131481.000g=1lyche-numerical-linear-algebra_FO1913
lyche-numerical-linear-algebra_FO19141480.991\operatorname{dim} \mathcal{N}\left(\boldsymbol{S}^{-1} \boldsymbol{A} \boldsymbol{S}-\lambda \boldsymbol{I}\right)=klyche-numerical-linear-algebra_FO1914
lyche-numerical-linear-algebra_FO19151480.991\operatorname{dim} \mathcal{N}(\boldsymbol{A}-\lambda \boldsymbol{I})=\elllyche-numerical-linear-algebra_FO1915
lyche-numerical-linear-algebra_FO19161481.000k=\elllyche-numerical-linear-algebra_FO1916
lyche-numerical-linear-algebra_FO19171481.000\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{k}lyche-numerical-linear-algebra_FO1917
lyche-numerical-linear-algebra_FO19181481.000\mathcal{N}\left(\boldsymbol{S}^{-1} \boldsymbol{A} \boldsymbol{S}-\lambda \boldsymbol{I}\right)lyche-numerical-linear-algebra_FO1918
lyche-numerical-linear-algebra_FO19191481.000\boldsymbol{S}^{-1} \boldsymbol{A} \boldsymbol{S} \boldsymbol{v}_{i}=\lambda \boldsymbol{v}_{i}lyche-numerical-linear-algebra_FO1919
lyche-numerical-linear-algebra_FO19201481.000\boldsymbol{A} \boldsymbol{S} \boldsymbol{v}_{i}=\lambda \boldsymbol{S} \boldsymbol{v}_{i}, i=1, \ldots, klyche-numerical-linear-algebra_FO1920
lyche-numerical-linear-algebra_FO19211481.000\left\{\boldsymbol{S} \boldsymbol{v}_{1}, \ldots, \boldsymbol{S} \boldsymbol{v}_{k}\right\} \subset \mathcal{N}(\boldsymbol{A}-\lambda \boldsymbol{I})lyche-numerical-linear-algebra_FO1921
lyche-numerical-linear-algebra_FO19221481.000k \leq \elllyche-numerical-linear-algebra_FO1922
lyche-numerical-linear-algebra_FO19231481.000\boldsymbol{w}_{1}, \ldots, \boldsymbol{w}_{\ell}lyche-numerical-linear-algebra_FO1923
lyche-numerical-linear-algebra_FO19241481.000\left\{\boldsymbol{S}^{-1} \boldsymbol{w}_{1}, \ldots, \boldsymbol{S}^{-1} \boldsymbol{w}_{\ell}\right\} \subset \mathcal{N}\left(\boldsymbol{S}^{-1} \boldsymbol{A} \boldsymbol{S}-\lambda \boldsymbol{I}\right)lyche-numerical-linear-algebra_FO1924
lyche-numerical-linear-algebra_FO19251481.000k \geq \elllyche-numerical-linear-algebra_FO1925
lyche-numerical-linear-algebra_FO19261491.000\boldsymbol{J}_{m}(\lambda)lyche-numerical-linear-algebra_FO1926
lyche-numerical-linear-algebra_FO19271490.764\boldsymbol{J}_{3}(\lambda)=\left[\begin{array}{ccc}\lambda & 1 & 0 \\ 0 & \lambda & 1 \\ 0 & 0 & \lambda\end{array}\right]lyche-numerical-linear-algebra_FO1927
lyche-numerical-linear-algebra_FO19281491.000\boldsymbol{J}_{m}(\lambda) \boldsymbol{v}=\lambda \boldsymbol{v}lyche-numerical-linear-algebra_FO1928
lyche-numerical-linear-algebra_FO19291491.000\boldsymbol{v}=\left[v_{1}, \ldots, v_{m}\right]lyche-numerical-linear-algebra_FO1929
lyche-numerical-linear-algebra_FO19301491.000\lambda v_{i-1}+v_{i}=\lambda v_{i-1}lyche-numerical-linear-algebra_FO1930
lyche-numerical-linear-algebra_FO19311491.000i=2, \ldots, mlyche-numerical-linear-algebra_FO1931
lyche-numerical-linear-algebra_FO19321491.000v_{2}=\cdots=v_{m}=0lyche-numerical-linear-algebra_FO1932
lyche-numerical-linear-algebra_FO19331490.997a=mlyche-numerical-linear-algebra_FO1933
lyche-numerical-linear-algebra_FO19341491.000g_{1}, \ldots, g_{k}lyche-numerical-linear-algebra_FO1934
lyche-numerical-linear-algebra_FO19351501.000\boldsymbol{U}_{i}lyche-numerical-linear-algebra_FO1935
lyche-numerical-linear-algebra_FO19361501.000g_{i}lyche-numerical-linear-algebra_FO1936
lyche-numerical-linear-algebra_FO19371501.000m_{i, 1}, \ldots, m_{i, g_{i}}lyche-numerical-linear-algebra_FO1937
lyche-numerical-linear-algebra_FO19381501.000m_{i, 1} \geq m_{i, 2} \geq \cdots \geq m_{i, g_{i}}lyche-numerical-linear-algebra_FO1938
lyche-numerical-linear-algebra_FO19391501.000a_{i}=\sum_{j=1}^{g_{i}} m_{i, j}lyche-numerical-linear-algebra_FO1939
lyche-numerical-linear-algebra_FO19401501.000\boldsymbol{A} \boldsymbol{S}=\boldsymbol{S} \boldsymbol{J}lyche-numerical-linear-algebra_FO1940
lyche-numerical-linear-algebra_FO19411501.000\boldsymbol{U}_{1}=\operatorname{diag}\left(\boldsymbol{J}_{3}(2), \boldsymbol{J}_{2}(2), \boldsymbol{J}_{1}(2)\right)lyche-numerical-linear-algebra_FO1941
lyche-numerical-linear-algebra_FO19421501.000\boldsymbol{U}_{2}=\boldsymbol{J}_{2}(3)lyche-numerical-linear-algebra_FO1942
lyche-numerical-linear-algebra_FO19431501.000\lambda=2lyche-numerical-linear-algebra_FO1943
lyche-numerical-linear-algebra_FO19441501.000\boldsymbol{S}=\left[\boldsymbol{s}_{1}, \ldots, \boldsymbol{s}_{8}\right]lyche-numerical-linear-algebra_FO1944
lyche-numerical-linear-algebra_FO19451511.000\boldsymbol{J}_{2}(3), \boldsymbol{J}_{2}(2), \boldsymbol{J}_{1}(2), \boldsymbol{J}_{3}(2)lyche-numerical-linear-algebra_FO1945
lyche-numerical-linear-algebra_FO19461511.000m_{i, j} \geq 1lyche-numerical-linear-algebra_FO1946
lyche-numerical-linear-algebra_FO19471511.000g_{i} \leq a_{i}lyche-numerical-linear-algebra_FO1947
lyche-numerical-linear-algebra_FO19481511.000\boldsymbol{e}_{1}, \boldsymbol{e}_{4}, \boldsymbol{e}_{6}, \boldsymbol{e}_{7}lyche-numerical-linear-algebra_FO1948
lyche-numerical-linear-algebra_FO19491511.000k=2lyche-numerical-linear-algebra_FO1949
lyche-numerical-linear-algebra_FO19501511.000g_{1}+g_{2}=lyche-numerical-linear-algebra_FO1950
lyche-numerical-linear-algebra_FO19511511.0003+1=4lyche-numerical-linear-algebra_FO1951
lyche-numerical-linear-algebra_FO19521511.000\sum_{i} a_{i}=nlyche-numerical-linear-algebra_FO1952
lyche-numerical-linear-algebra_FO19531511.000\sum_{i} g_{i}=nlyche-numerical-linear-algebra_FO1953
lyche-numerical-linear-algebra_FO19541511.000a_{i}=g_{i}lyche-numerical-linear-algebra_FO1954
lyche-numerical-linear-algebra_FO19551511.000i=1, \ldots, klyche-numerical-linear-algebra_FO1955
lyche-numerical-linear-algebra_FO19561511.000\boldsymbol{S}=\boldsymbol{U}lyche-numerical-linear-algebra_FO1956
lyche-numerical-linear-algebra_FO19571511.000\boldsymbol{S}^{-1}=\boldsymbol{U}^{*}lyche-numerical-linear-algebra_FO1957
lyche-numerical-linear-algebra_FO19581511.000\boldsymbol{U}^{*} \boldsymbol{A} \boldsymbol{U}lyche-numerical-linear-algebra_FO1958
lyche-numerical-linear-algebra_FO19591521.000\boldsymbol{R}:=\boldsymbol{U}^{*} \boldsymbol{A} \boldsymbol{U}lyche-numerical-linear-algebra_FO1959
lyche-numerical-linear-algebra_FO19601521.000\boldsymbol{A}=\boldsymbol{U} \boldsymbol{R} \boldsymbol{U}^{*}lyche-numerical-linear-algebra_FO1960
lyche-numerical-linear-algebra_FO19611521.000k \times klyche-numerical-linear-algebra_FO1961
lyche-numerical-linear-algebra_FO19621520.993n:=k+1lyche-numerical-linear-algebra_FO1962
lyche-numerical-linear-algebra_FO19631520.993\left(\lambda_{1}, \boldsymbol{v}_{1}\right)lyche-numerical-linear-algebra_FO1963
lyche-numerical-linear-algebra_FO19641520.993\left\|\boldsymbol{v}_{1}\right\|_{2}=1lyche-numerical-linear-algebra_FO1964
lyche-numerical-linear-algebra_FO19651521.000\left\{\boldsymbol{v}_{1}, \boldsymbol{v}_{2}, \ldots, \boldsymbol{v}_{n}\right\}lyche-numerical-linear-algebra_FO1965
lyche-numerical-linear-algebra_FO19661521.000\boldsymbol{V}:=lyche-numerical-linear-algebra_FO1966
lyche-numerical-linear-algebra_FO19671521.000\left[\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}\right] \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO1967
lyche-numerical-linear-algebra_FO19681521.000\boldsymbol{W}_{1} \in \mathbb{C}^{(n-1) \times(n-1)}lyche-numerical-linear-algebra_FO1968
lyche-numerical-linear-algebra_FO19691521.000\boldsymbol{W}_{1}^{*} \boldsymbol{M} \boldsymbol{W}_{1}lyche-numerical-linear-algebra_FO1969
lyche-numerical-linear-algebra_FO19701521.000\boldsymbol{W}lyche-numerical-linear-algebra_FO1970
lyche-numerical-linear-algebra_FO19711520.570\boldsymbol{U}^{T} \boldsymbol{A U}lyche-numerical-linear-algebra_FO1971
lyche-numerical-linear-algebra_FO19721521.000\lambda_{1}lyche-numerical-linear-algebra_FO1972
lyche-numerical-linear-algebra_FO19731521.000\boldsymbol{W}^{T} \boldsymbol{W}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1973
lyche-numerical-linear-algebra_FO19741521.000\boldsymbol{V}lyche-numerical-linear-algebra_FO1974
lyche-numerical-linear-algebra_FO19751521.000\boldsymbol{V}^{T} \boldsymbol{V}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1975
lyche-numerical-linear-algebra_FO19761521.000\boldsymbol{U}=\boldsymbol{V} \boldsymbol{W}lyche-numerical-linear-algebra_FO1976
lyche-numerical-linear-algebra_FO19771521.000\boldsymbol{U}^{T} \boldsymbol{U}=\boldsymbol{I}lyche-numerical-linear-algebra_FO1977
lyche-numerical-linear-algebra_FO19781531.000n-1 . \boldsymbol{M}lyche-numerical-linear-algebra_FO1978
lyche-numerical-linear-algebra_FO19791531.000\boldsymbol{T}:=\left[\begin{array}{ccc}2 & -1 & 0 \\ -1 & 2 & -1 \\ 0 & -1 & 2\end{array}\right]lyche-numerical-linear-algebra_FO1979
lyche-numerical-linear-algebra_FO19801530.675\left(2, \boldsymbol{x}_{1}\right)lyche-numerical-linear-algebra_FO1980
lyche-numerical-linear-algebra_FO19811530.675\boldsymbol{x}_{1}=[-1,0,1]^{T}lyche-numerical-linear-algebra_FO1981
lyche-numerical-linear-algebra_FO19821531.000\boldsymbol{x}_{1}lyche-numerical-linear-algebra_FO1982
lyche-numerical-linear-algebra_FO19831531.000\left\{\boldsymbol{x}_{1}, \boldsymbol{x}_{2}, \boldsymbol{x}_{3}\right\}lyche-numerical-linear-algebra_FO1983
lyche-numerical-linear-algebra_FO19841531.000\boldsymbol{x}_{2}=[0,1,0]^{T}lyche-numerical-linear-algebra_FO1984
lyche-numerical-linear-algebra_FO19851531.000\boldsymbol{x}_{3}=[1,0,1]^{T}lyche-numerical-linear-algebra_FO1985
lyche-numerical-linear-algebra_FO19861531.000\boldsymbol{A}^{*} \boldsymbol{A}=\boldsymbol{A} \boldsymbol{A}^{*}lyche-numerical-linear-algebra_FO1986
lyche-numerical-linear-algebra_FO19871531.000\boldsymbol{A}^{*}=-\boldsymbol{A}lyche-numerical-linear-algebra_FO1987
lyche-numerical-linear-algebra_FO19881531.000\boldsymbol{A}^{*}=\boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO1988
lyche-numerical-linear-algebra_FO19891530.999\boldsymbol{A}=\operatorname{diag}\left(d_{1}, \ldots, d_{n}\right)lyche-numerical-linear-algebra_FO1989
lyche-numerical-linear-algebra_FO19901540.989\boldsymbol{U}^{*} \boldsymbol{A} \boldsymbol{U}=\boldsymbol{D}lyche-numerical-linear-algebra_FO1990
lyche-numerical-linear-algebra_FO19911541.000\boldsymbol{D}=\operatorname{diag}\left(\lambda_{1}, \ldots, \lambda_{n}\right)lyche-numerical-linear-algebra_FO1991
lyche-numerical-linear-algebra_FO19921541.000\boldsymbol{U}=\left[\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{n}\right]lyche-numerical-linear-algebra_FO1992
lyche-numerical-linear-algebra_FO19931541.000\left(\lambda_{j}, \boldsymbol{u}_{j}\right), j=lyche-numerical-linear-algebra_FO1993
lyche-numerical-linear-algebra_FO19941540.996\boldsymbol{B}=\boldsymbol{U}^{*} \boldsymbol{A} \boldsymbol{U}lyche-numerical-linear-algebra_FO1994
lyche-numerical-linear-algebra_FO19951540.996\boldsymbol{A}=\boldsymbol{U} \boldsymbol{B} \boldsymbol{U}^{*}lyche-numerical-linear-algebra_FO1995
lyche-numerical-linear-algebra_FO19961541.000\boldsymbol{B} \boldsymbol{B}^{*}=\boldsymbol{B}^{*} \boldsymbol{B}lyche-numerical-linear-algebra_FO1996
lyche-numerical-linear-algebra_FO19971541.000\boldsymbol{B}:=\boldsymbol{U}^{*} \boldsymbol{A} \boldsymbol{U}lyche-numerical-linear-algebra_FO1997
lyche-numerical-linear-algebra_FO19981540.458e_{i i}lyche-numerical-linear-algebra_FO1998
lyche-numerical-linear-algebra_FO19991540.458\boldsymbol{E}:=\boldsymbol{B}^{*} \boldsymbol{B}lyche-numerical-linear-algebra_FO1999
lyche-numerical-linear-algebra_FO20001540.458f_{i i}lyche-numerical-linear-algebra_FO2000
lyche-numerical-linear-algebra_FO20011540.458\boldsymbol{F}:=\boldsymbol{B B}^{*}lyche-numerical-linear-algebra_FO2001
lyche-numerical-linear-algebra_FO20021541.000\left|b_{11}\right|^{2}=\left|b_{11}\right|^{2}+\left|b_{12}\right|^{2}+\cdots+\left|b_{1 n}\right|^{2}lyche-numerical-linear-algebra_FO2002
lyche-numerical-linear-algebra_FO20031541.000b_{1 k}=0lyche-numerical-linear-algebra_FO2003
lyche-numerical-linear-algebra_FO20041541.000k=2,3, \ldots, nlyche-numerical-linear-algebra_FO2004
lyche-numerical-linear-algebra_FO20051541.000i-1lyche-numerical-linear-algebra_FO2005
lyche-numerical-linear-algebra_FO20061541.000b_{j k}=0lyche-numerical-linear-algebra_FO2006
lyche-numerical-linear-algebra_FO20071541.000j=1, \ldots, i-1lyche-numerical-linear-algebra_FO2007
lyche-numerical-linear-algebra_FO20081540.999k=j+1, \ldots, nlyche-numerical-linear-algebra_FO2008
lyche-numerical-linear-algebra_FO20091541.000b_{i k}=0, k=i+1, \ldots, nlyche-numerical-linear-algebra_FO2009
lyche-numerical-linear-algebra_FO20101540.877\boldsymbol{U}^{T} \boldsymbol{A} \boldsymbol{U}=lyche-numerical-linear-algebra_FO2010
lyche-numerical-linear-algebra_FO20111540.987\operatorname{diag}(1,3)lyche-numerical-linear-algebra_FO2011
lyche-numerical-linear-algebra_FO20121540.987\boldsymbol{U}=\frac{1}{\sqrt{2}}\left[\begin{array}{cc}1 & 1 \\ 1 & -1\end{array}\right]lyche-numerical-linear-algebra_FO2012
lyche-numerical-linear-algebra_FO20131550.835R(\boldsymbol{x})=\frac{\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}}{\boldsymbol{x}^{*} \boldsymbol{x}}=\lambdalyche-numerical-linear-algebra_FO2013
lyche-numerical-linear-algebra_FO20141550.761\lambda_{j}, \boldsymbol{u}_{j}lyche-numerical-linear-algebra_FO2014
lyche-numerical-linear-algebra_FO20151550.761j=1,2, \ldots, nlyche-numerical-linear-algebra_FO2015
lyche-numerical-linear-algebra_FO20161551.000\boldsymbol{x}^{*} \boldsymbol{x}=\sum_{i=1}^{n} \sum_{j=1}^{n} \bar{c}_{i} \overline{\boldsymbol{u}}_{i} c_{j} \boldsymbol{u}_{j}=lyche-numerical-linear-algebra_FO2016
lyche-numerical-linear-algebra_FO20171551.000\sum_{j=1}^{n}\left|c_{j}\right|^{2}lyche-numerical-linear-algebra_FO2017
lyche-numerical-linear-algebra_FO20181551.000\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}=\sum_{i=1}^{n} \sum_{j=1}^{n} \bar{c}_{i} \overline{\boldsymbol{u}}_{i} c_{j} \lambda_{j} \boldsymbol{u}_{j}=\sum_{i=1}^{n} \lambda_{i}\left|c_{i}\right|^{2}lyche-numerical-linear-algebra_FO2018
lyche-numerical-linear-algebra_FO20191551.000\sum_{i=1}^{n}\left|c_{i}\right|^{2} / \sum_{j=1}^{n}\left|c_{j}\right|^{2}=1lyche-numerical-linear-algebra_FO2019
lyche-numerical-linear-algebra_FO20201550.998\lambda=\mu+i \nu, \bar{\lambda}=\mu-i \nulyche-numerical-linear-algebra_FO2020
lyche-numerical-linear-algebra_FO20211550.758\mu, \nulyche-numerical-linear-algebra_FO2021
lyche-numerical-linear-algebra_FO20221550.999\lambda=\mu+i \nulyche-numerical-linear-algebra_FO2022
lyche-numerical-linear-algebra_FO20231550.999\bar{\lambda}=\mu-i \nulyche-numerical-linear-algebra_FO2023
lyche-numerical-linear-algebra_FO20241561.000\pi_{\boldsymbol{R}}=lyche-numerical-linear-algebra_FO2024
lyche-numerical-linear-algebra_FO20251560.831\boldsymbol{\pi}_{\boldsymbol{D}_{1}} \boldsymbol{\pi}_{\boldsymbol{D}_{2}} \boldsymbol{\pi}_{\boldsymbol{D}_{3}}lyche-numerical-linear-algebra_FO2025
lyche-numerical-linear-algebra_FO20261561.000\boldsymbol{D}_{1}lyche-numerical-linear-algebra_FO2026
lyche-numerical-linear-algebra_FO20271561.000\boldsymbol{D}_{3}lyche-numerical-linear-algebra_FO2027
lyche-numerical-linear-algebra_FO20281561.000\lambda_{1}=2+i, \lambda_{2}=2-ilyche-numerical-linear-algebra_FO2028
lyche-numerical-linear-algebra_FO20291561.000\boldsymbol{D}_{2}lyche-numerical-linear-algebra_FO2029
lyche-numerical-linear-algebra_FO20301561.000\left\{\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{n}\right\}lyche-numerical-linear-algebra_FO2030
lyche-numerical-linear-algebra_FO20311561.000\boldsymbol{A} \boldsymbol{u}_{j}=\lambda_{j} \boldsymbol{u}_{j}lyche-numerical-linear-algebra_FO2031
lyche-numerical-linear-algebra_FO20321560.995\lambda_{1}, \lambda_{2}, \ldots, \lambda_{n}lyche-numerical-linear-algebra_FO2032
lyche-numerical-linear-algebra_FO20331570.999R(\boldsymbol{x})=R_{\boldsymbol{A}}(\boldsymbol{x}):=\frac{\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}}{\boldsymbol{x}^{*} \boldsymbol{x}}lyche-numerical-linear-algebra_FO2033
lyche-numerical-linear-algebra_FO20341570.924\left(\lambda_{j}, \boldsymbol{u}_{j}\right), 1 \leq j \leq nlyche-numerical-linear-algebra_FO2034
lyche-numerical-linear-algebra_FO20351570.924\lambda_{1} \geq \cdots \geq \lambda_{n}lyche-numerical-linear-algebra_FO2035
lyche-numerical-linear-algebra_FO20361570.9241 \leq k \leq nlyche-numerical-linear-algebra_FO2036
lyche-numerical-linear-algebra_FO20371571.000\mathcal{S}=\tilde{\mathcal{S}}:=\operatorname{span}\left(\boldsymbol{u}_{k}, \ldots, \boldsymbol{u}_{n}\right)lyche-numerical-linear-algebra_FO2037
lyche-numerical-linear-algebra_FO20381571.000\boldsymbol{x}=\boldsymbol{u}_{k}lyche-numerical-linear-algebra_FO2038
lyche-numerical-linear-algebra_FO20391571.000\mathcal{S}^{\prime}:=lyche-numerical-linear-algebra_FO2039
lyche-numerical-linear-algebra_FO20401571.000\operatorname{span}\left(\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{k}\right)lyche-numerical-linear-algebra_FO2040
lyche-numerical-linear-algebra_FO20411571.000\boldsymbol{y} \in \mathcal{S}lyche-numerical-linear-algebra_FO2041
lyche-numerical-linear-algebra_FO20421571.000R(\boldsymbol{y}) \geq \lambda_{k}lyche-numerical-linear-algebra_FO2042
lyche-numerical-linear-algebra_FO20431571.000\mathcal{S}+\mathcal{S}^{\prime}:=lyche-numerical-linear-algebra_FO2043
lyche-numerical-linear-algebra_FO20441571.000\left\{\boldsymbol{s}+\boldsymbol{s}^{\prime}: \boldsymbol{s} \in \mathcal{S}, \boldsymbol{s}^{\prime} \in \mathcal{S}^{\prime}\right\}lyche-numerical-linear-algebra_FO2044
lyche-numerical-linear-algebra_FO20451570.996\mathcal{S} \cap \mathcal{S}^{\prime}lyche-numerical-linear-algebra_FO2045
lyche-numerical-linear-algebra_FO20461570.996\boldsymbol{y} \in \mathcal{S} \cap \mathcal{S}^{\prime}=\sum_{j=1}^{k} c_{j} \boldsymbol{u}_{j}lyche-numerical-linear-algebra_FO2046
lyche-numerical-linear-algebra_FO20471570.996\sum_{j=1}^{k}\left|c_{j}\right|^{2}=lyche-numerical-linear-algebra_FO2047
lyche-numerical-linear-algebra_FO20481570.997c_{j}=0lyche-numerical-linear-algebra_FO2048
lyche-numerical-linear-algebra_FO20491570.997k+1 \leq j \leq nlyche-numerical-linear-algebra_FO2049
lyche-numerical-linear-algebra_FO20501570.877\boldsymbol{z} \in \mathcal{S}=\tilde{\mathcal{S}}lyche-numerical-linear-algebra_FO2050
lyche-numerical-linear-algebra_FO20511570.877\boldsymbol{z}=\sum_{j=k}^{n} d_{j} \boldsymbol{u}_{j}lyche-numerical-linear-algebra_FO2051
lyche-numerical-linear-algebra_FO20521570.999d_{k}, \ldots, d_{n}lyche-numerical-linear-algebra_FO2052
lyche-numerical-linear-algebra_FO20531570.999\sum_{j=k}^{n}\left|d_{j}\right|^{2}=1lyche-numerical-linear-algebra_FO2053
lyche-numerical-linear-algebra_FO20541570.9996.8 R(z)=\sum_{j=k}^{n} \lambda_{j}\left|d_{j}\right|^{2} \leqlyche-numerical-linear-algebra_FO2054
lyche-numerical-linear-algebra_FO20551570.959\lambda_{k}lyche-numerical-linear-algebra_FO2055
lyche-numerical-linear-algebra_FO20561570.959\boldsymbol{z} \in \tilde{\mathcal{S}}lyche-numerical-linear-algebra_FO2056
lyche-numerical-linear-algebra_FO20571570.959\max _{\substack{\boldsymbol{x} \in \tilde{\mathcal{S}} \\ \boldsymbol{x} \neq \mathbf{0}}} R(\boldsymbol{x}) \leq \lambda_{k}lyche-numerical-linear-algebra_FO2057
lyche-numerical-linear-algebra_FO20581571.000\mathcal{S}=\tilde{\mathcal{S}}lyche-numerical-linear-algebra_FO2058
lyche-numerical-linear-algebra_FO20591571.000R\left(\boldsymbol{u}_{k}\right)=\lambda_{k}lyche-numerical-linear-algebra_FO2059
lyche-numerical-linear-algebra_FO20601581.000\mathcal{S}=\tilde{\mathcal{S}}:=\operatorname{span}\left(\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{k}\right)lyche-numerical-linear-algebra_FO2060
lyche-numerical-linear-algebra_FO20611581.000\left(\lambda_{j}, \boldsymbol{u}_{j}\right), 1 \leq j \leqlyche-numerical-linear-algebra_FO2061
lyche-numerical-linear-algebra_FO20621581.000\operatorname{span}\left(\boldsymbol{u}_{k}, \ldots, \boldsymbol{u}_{n}\right)lyche-numerical-linear-algebra_FO2062
lyche-numerical-linear-algebra_FO20631581.000R(\boldsymbol{y}) \leq \lambda_{k}lyche-numerical-linear-algebra_FO2063
lyche-numerical-linear-algebra_FO20641581.000\boldsymbol{y} \in \mathcal{S} \cap \mathcal{S}^{\prime}lyche-numerical-linear-algebra_FO2064
lyche-numerical-linear-algebra_FO20651581.000\boldsymbol{y} \in \tilde{\mathcal{S}}lyche-numerical-linear-algebra_FO2065
lyche-numerical-linear-algebra_FO20661580.995\boldsymbol{A}, \boldsymbol{B} \inlyche-numerical-linear-algebra_FO2066
lyche-numerical-linear-algebra_FO20671580.998\alpha_{1} \geq \alpha_{2} \geq \cdots \geq \alpha_{n}lyche-numerical-linear-algebra_FO2067
lyche-numerical-linear-algebra_FO20681580.998\beta_{1} \geq \beta_{2} \geq \cdots \geq \beta_{n}lyche-numerical-linear-algebra_FO2068
lyche-numerical-linear-algebra_FO20691581.000\varepsilon_{1} \geq \varepsilon_{2} \geq \cdots \geq \varepsilon_{n}lyche-numerical-linear-algebra_FO2069
lyche-numerical-linear-algebra_FO20701581.000\boldsymbol{E}:=\boldsymbol{B}-\boldsymbol{A}lyche-numerical-linear-algebra_FO2070
lyche-numerical-linear-algebra_FO20711580.997\left(\alpha_{j}, \boldsymbol{u}_{j}\right), j=1, \ldots, nlyche-numerical-linear-algebra_FO2071
lyche-numerical-linear-algebra_FO20721581.000\mathcal{S}:=\operatorname{span}\left\{\boldsymbol{u}_{k}, \ldots, \boldsymbol{u}_{n}\right\}lyche-numerical-linear-algebra_FO2072
lyche-numerical-linear-algebra_FO20731581.000\boldsymbol{D}:=-\boldsymbol{E}lyche-numerical-linear-algebra_FO2073
lyche-numerical-linear-algebra_FO20741581.000-\varepsilon_{n}lyche-numerical-linear-algebra_FO2074
lyche-numerical-linear-algebra_FO20751581.000\boldsymbol{A}=\boldsymbol{B}+\boldsymbol{D}lyche-numerical-linear-algebra_FO2075
lyche-numerical-linear-algebra_FO20761581.000\alpha_{k} \leq \beta_{k}-\varepsilon_{n}lyche-numerical-linear-algebra_FO2076
lyche-numerical-linear-algebra_FO20771591.000\mu_{1}, \ldots, \mu_{n}lyche-numerical-linear-algebra_FO2077
lyche-numerical-linear-algebra_FO20781590.655\boldsymbol{y} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO2078
lyche-numerical-linear-algebra_FO20791590.655\lambda, \boldsymbol{y}lyche-numerical-linear-algebra_FO2079
lyche-numerical-linear-algebra_FO20801590.979\boldsymbol{y}^{*} \boldsymbol{A}=\lambda \boldsymbol{y}^{*}lyche-numerical-linear-algebra_FO2080
lyche-numerical-linear-algebra_FO20811590.979\boldsymbol{A}^{*} \boldsymbol{y}=\bar{\lambda} \boldsymbol{y}lyche-numerical-linear-algebra_FO2081
lyche-numerical-linear-algebra_FO20821590.988\boldsymbol{A} \boldsymbol{y}=\lambda \boldsymbol{y}lyche-numerical-linear-algebra_FO2082
lyche-numerical-linear-algebra_FO20831590.988(\lambda, \boldsymbol{y})lyche-numerical-linear-algebra_FO2083
lyche-numerical-linear-algebra_FO20841590.779(\lambda, y)lyche-numerical-linear-algebra_FO2084
lyche-numerical-linear-algebra_FO20851590.999\bar{\lambda}lyche-numerical-linear-algebra_FO2085
lyche-numerical-linear-algebra_FO20861591.000\left\{\boldsymbol{y}_{1}, \ldots, \boldsymbol{y}_{n}\right\}lyche-numerical-linear-algebra_FO2086
lyche-numerical-linear-algebra_FO20871591.000\boldsymbol{y}_{i}^{*} \boldsymbol{x}_{j}=\delta_{i, j}lyche-numerical-linear-algebra_FO2087
lyche-numerical-linear-algebra_FO20881601.000\left(\lambda_{1}, \boldsymbol{x}_{1}\right), \ldots,\left(\lambda_{n}, \boldsymbol{x}_{n}\right)lyche-numerical-linear-algebra_FO2088
lyche-numerical-linear-algebra_FO20891600.998\left(\lambda_{1}, \boldsymbol{y}_{1}\right), \ldots,\left(\lambda_{n}, \boldsymbol{y}_{n}\right)lyche-numerical-linear-algebra_FO2089
lyche-numerical-linear-algebra_FO20901600.998\boldsymbol{A} \boldsymbol{X}=\boldsymbol{X} \boldsymbol{D}, \boldsymbol{Y}^{*} \boldsymbol{A}=\boldsymbol{D} \boldsymbol{Y}^{*}lyche-numerical-linear-algebra_FO2090
lyche-numerical-linear-algebra_FO20911601.000\boldsymbol{A} \boldsymbol{X}=\boldsymbol{X} \boldsymbol{D} \Longrightarrow \boldsymbol{A}=\boldsymbol{X} \boldsymbol{D} \boldsymbol{X}^{-1} \Longrightarrow \boldsymbol{X}^{-1} \boldsymbol{A}=lyche-numerical-linear-algebra_FO2091
lyche-numerical-linear-algebra_FO20921601.000\boldsymbol{D} \boldsymbol{X}^{-1}lyche-numerical-linear-algebra_FO2092
lyche-numerical-linear-algebra_FO20931601.000\boldsymbol{Y}^{*}:=\boldsymbol{X}^{-1}lyche-numerical-linear-algebra_FO2093
lyche-numerical-linear-algebra_FO20941601.000\boldsymbol{Y}^{*} \boldsymbol{X}=\boldsymbol{I}lyche-numerical-linear-algebra_FO2094
lyche-numerical-linear-algebra_FO20951601.000\boldsymbol{Y}lyche-numerical-linear-algebra_FO2095
lyche-numerical-linear-algebra_FO20961601.000\boldsymbol{A} \boldsymbol{Y}^{-*}=\boldsymbol{Y}^{-*} \boldsymbol{D}lyche-numerical-linear-algebra_FO2096
lyche-numerical-linear-algebra_FO20971601.000\boldsymbol{X}:=\boldsymbol{Y}^{-*}lyche-numerical-linear-algebra_FO2097
lyche-numerical-linear-algebra_FO20981600.996\boldsymbol{v}=\sum_{j=1}^{n} c_{j} \boldsymbol{x}_{j}lyche-numerical-linear-algebra_FO2098
lyche-numerical-linear-algebra_FO20991600.996\boldsymbol{y}_{i}^{*} \boldsymbol{v}=\sum_{j=1}^{n} c_{j} \boldsymbol{y}_{i}^{*} \boldsymbol{x}_{j}=c_{i} \boldsymbol{y}_{i}^{*} \boldsymbol{x}_{i}lyche-numerical-linear-algebra_FO2099
lyche-numerical-linear-algebra_FO21001600.996c_{i}=\boldsymbol{y}_{i}^{*} \boldsymbol{v} / \boldsymbol{y}_{i}^{*} \boldsymbol{x}_{i}lyche-numerical-linear-algebra_FO2100
lyche-numerical-linear-algebra_FO21011600.995\mu, \boldsymbol{y}lyche-numerical-linear-algebra_FO2101
lyche-numerical-linear-algebra_FO21021601.000\boldsymbol{y}^{*} \boldsymbol{A} \boldsymbol{x}=\lambda \boldsymbol{y}^{*} \boldsymbol{x}=\mu \boldsymbol{y}^{*} \boldsymbol{x}lyche-numerical-linear-algebra_FO2102
lyche-numerical-linear-algebra_FO21031601.000\boldsymbol{y}^{*} \boldsymbol{x} \neq 0lyche-numerical-linear-algebra_FO2103
lyche-numerical-linear-algebra_FO21041601.000\|\boldsymbol{x}\|_{2}=1lyche-numerical-linear-algebra_FO2104
lyche-numerical-linear-algebra_FO21051611.000\boldsymbol{V} \boldsymbol{e}_{1}=\boldsymbol{x}lyche-numerical-linear-algebra_FO2105
lyche-numerical-linear-algebra_FO21061611.000\boldsymbol{u}:=\boldsymbol{V}^{*} \boldsymbol{y}lyche-numerical-linear-algebra_FO2106
lyche-numerical-linear-algebra_FO21071611.000(\bar{\lambda}, \boldsymbol{u})lyche-numerical-linear-algebra_FO2107
lyche-numerical-linear-algebra_FO21081611.000\boldsymbol{V}^{*} \boldsymbol{A}^{*} \boldsymbol{V}lyche-numerical-linear-algebra_FO2108
lyche-numerical-linear-algebra_FO21091611.000\boldsymbol{y}^{*} \boldsymbol{x}=\boldsymbol{u}^{*} \boldsymbol{V}^{*} \boldsymbol{V} \boldsymbol{e}_{1}=\boldsymbol{u}^{*} \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO2109
lyche-numerical-linear-algebra_FO21101610.596\boldsymbol{u}^{*} \boldsymbol{e}_{1}=0lyche-numerical-linear-algebra_FO2110
lyche-numerical-linear-algebra_FO21111610.596\boldsymbol{u}=\left[\begin{array}{l}0 \\ \boldsymbol{v}\end{array}\right]lyche-numerical-linear-algebra_FO2111
lyche-numerical-linear-algebra_FO21121610.596\boldsymbol{v} \in \mathbb{C}^{n-1}lyche-numerical-linear-algebra_FO2112
lyche-numerical-linear-algebra_FO21131611.000\boldsymbol{A}:=\left[\begin{array}{ll}1 & 1 \\ 0 & 1\end{array}\right]lyche-numerical-linear-algebra_FO2113
lyche-numerical-linear-algebra_FO21141611.000\boldsymbol{y}=\boldsymbol{e}_{2}lyche-numerical-linear-algebra_FO2114
lyche-numerical-linear-algebra_FO21151611.000\operatorname{det}\left(\boldsymbol{B}^{T}\right)=lyche-numerical-linear-algebra_FO2115
lyche-numerical-linear-algebra_FO21161611.000\operatorname{det}(\boldsymbol{B})lyche-numerical-linear-algebra_FO2116
lyche-numerical-linear-algebra_FO21171611.000\operatorname{det}(\overline{\boldsymbol{B}})=\overline{\operatorname{det}(\boldsymbol{B})}lyche-numerical-linear-algebra_FO2117
lyche-numerical-linear-algebra_FO21181610.991\pi_{\boldsymbol{A}^{T}}=\pi_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO2118
lyche-numerical-linear-algebra_FO21191611.000\pi_{A^{*}}(\bar{\lambda})=\overline{\pi_{A}(\lambda)}lyche-numerical-linear-algebra_FO2119
lyche-numerical-linear-algebra_FO21201611.000\left(\lambda^{-1}, \boldsymbol{x}\right)lyche-numerical-linear-algebra_FO2120
lyche-numerical-linear-algebra_FO21211610.562\left(\lambda^{k}, \boldsymbol{x}\right)lyche-numerical-linear-algebra_FO2121
lyche-numerical-linear-algebra_FO21221610.562\boldsymbol{A}^{k}lyche-numerical-linear-algebra_FO2122
lyche-numerical-linear-algebra_FO21231610.562k \in \mathbb{Z}lyche-numerical-linear-algebra_FO2123
lyche-numerical-linear-algebra_FO21241621.000\left(\lambda_{j}, \boldsymbol{x}_{j}\right), j=1, \ldots, nlyche-numerical-linear-algebra_FO2124
lyche-numerical-linear-algebra_FO21251621.000k \in \mathbb{N}lyche-numerical-linear-algebra_FO2125
lyche-numerical-linear-algebra_FO21261621.000\boldsymbol{A}^{2}=lyche-numerical-linear-algebra_FO2126
lyche-numerical-linear-algebra_FO21271621.000\lambda=0lyche-numerical-linear-algebra_FO2127
lyche-numerical-linear-algebra_FO21281621.000\boldsymbol{A}^{2}=\boldsymbol{A}lyche-numerical-linear-algebra_FO2128
lyche-numerical-linear-algebra_FO21291621.000\boldsymbol{A}^{k}=0lyche-numerical-linear-algebra_FO2129
lyche-numerical-linear-algebra_FO21301621.000\boldsymbol{A}^{*} \boldsymbol{A}=\boldsymbol{I}lyche-numerical-linear-algebra_FO2130
lyche-numerical-linear-algebra_FO21311621.000|\lambda|=1lyche-numerical-linear-algebra_FO2131
lyche-numerical-linear-algebra_FO21321621.000\epsilon_{0}>0lyche-numerical-linear-algebra_FO2132
lyche-numerical-linear-algebra_FO21331621.000\boldsymbol{A}+\epsilon \boldsymbol{I}lyche-numerical-linear-algebra_FO2133
lyche-numerical-linear-algebra_FO21341620.997\epsilon \in \mathbb{C}lyche-numerical-linear-algebra_FO2134
lyche-numerical-linear-algebra_FO21351620.997|\epsilon|<\epsilon_{0}lyche-numerical-linear-algebra_FO2135
lyche-numerical-linear-algebra_FO21361620.997\operatorname{det}(\boldsymbol{A})=\lambda_{1} \lambda_{2} \cdots \lambda_{n}lyche-numerical-linear-algebra_FO2136
lyche-numerical-linear-algebra_FO21371621.000q_{0}, \ldots, q_{n-1} \in \mathbb{C}lyche-numerical-linear-algebra_FO2137
lyche-numerical-linear-algebra_FO21381621.000p(\lambda)=\lambda^{n}+lyche-numerical-linear-algebra_FO2138
lyche-numerical-linear-algebra_FO21391621.000q_{n-1} \lambda^{n-1}+\cdots+q_{0}lyche-numerical-linear-algebra_FO2139
lyche-numerical-linear-algebra_FO21401621.000(-1)^{n} plyche-numerical-linear-algebra_FO2140
lyche-numerical-linear-algebra_FO21411620.998p=(-1)^{n} \pi_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO2141
lyche-numerical-linear-algebra_FO21421621.000p=(-1)^{n} \pi_{\boldsymbol{B}}lyche-numerical-linear-algebra_FO2142
lyche-numerical-linear-algebra_FO21431630.998\boldsymbol{A}=\left[\begin{array}{lll}1 & 2 & 3 \\ 0 & 2 & 3 \\ 0 & 0 & 2\end{array}\right]lyche-numerical-linear-algebra_FO2143
lyche-numerical-linear-algebra_FO21441631.000\boldsymbol{Y} \in \mathbb{R}^{2 \times 2}lyche-numerical-linear-algebra_FO2144
lyche-numerical-linear-algebra_FO21451631.000\boldsymbol{D} \in \mathbb{R}^{2 \times 2}lyche-numerical-linear-algebra_FO2145
lyche-numerical-linear-algebra_FO21461631.000\boldsymbol{A}=\boldsymbol{Y} \boldsymbol{D} \boldsymbol{Y}^{-1}lyche-numerical-linear-algebra_FO2146
lyche-numerical-linear-algebra_FO21471631.000\boldsymbol{A} \in \mathbb{R}^{n, n}lyche-numerical-linear-algebra_FO2147
lyche-numerical-linear-algebra_FO21481631.000a_{i+1, i} a_{i, i+1}>0lyche-numerical-linear-algebra_FO2148
lyche-numerical-linear-algebra_FO21491631.000\boldsymbol{A}=\left[\begin{array}{rrr}3 & 0 & 1 \\ -4 & 1 & -2 \\ -4 & 0 & -1\end{array}\right]lyche-numerical-linear-algebra_FO2149
lyche-numerical-linear-algebra_FO21501631.000\boldsymbol{J}=\left[\begin{array}{lll}1 & 1 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1\end{array}\right]lyche-numerical-linear-algebra_FO2150
lyche-numerical-linear-algebra_FO21511631.000\left(\boldsymbol{J}_{m}(\lambda)-\lambda \boldsymbol{I}\right)^{r}=\left[\begin{array}{cc}\mathbf{0} & \boldsymbol{I}_{m-r} \\ \mathbf{0} & \mathbf{0}\end{array}\right]lyche-numerical-linear-algebra_FO2151
lyche-numerical-linear-algebra_FO21521630.9981 \leq r \leq m-1lyche-numerical-linear-algebra_FO2152
lyche-numerical-linear-algebra_FO21531630.998\left(\boldsymbol{J}_{m}(\lambda)-\lambda \boldsymbol{I}\right)^{m}=0lyche-numerical-linear-algebra_FO2153
lyche-numerical-linear-algebra_FO21541631.000r=0,1,2, \ldots, m=2,3, \ldotslyche-numerical-linear-algebra_FO2154
lyche-numerical-linear-algebra_FO21551630.998\boldsymbol{A}^{r}=\boldsymbol{S} \boldsymbol{J}^{r} \boldsymbol{S}^{-1}lyche-numerical-linear-algebra_FO2155
lyche-numerical-linear-algebra_FO21561631.000\boldsymbol{J}^{r}=\operatorname{diag}\left(\boldsymbol{U}_{1}^{r}, \ldots, \boldsymbol{U}_{k}^{r}\right)lyche-numerical-linear-algebra_FO2156
lyche-numerical-linear-algebra_FO21571631.000\boldsymbol{D}^{-1} \boldsymbol{A} \boldsymbol{D}lyche-numerical-linear-algebra_FO2157
lyche-numerical-linear-algebra_FO21581640.985\boldsymbol{U}_{i}^{r}=\operatorname{diag}\left(\boldsymbol{J}_{m_{i, 1}}\left(\lambda_{i}\right)^{r}, \ldots, \boldsymbol{J}_{m_{i, g_{i}}}\left(\lambda_{i}\right)^{r}\right)lyche-numerical-linear-algebra_FO2158
lyche-numerical-linear-algebra_FO21591640.968\boldsymbol{J}_{m}(\lambda)^{r}=\left(\boldsymbol{E}_{m}+\lambda \boldsymbol{I}_{m}\right)^{r}=\sum_{k=0}^{\min \{r, m-1\}}\binom{r}{k} \lambda^{r-k} \boldsymbol{E}_{m}^{k}lyche-numerical-linear-algebra_FO2159
lyche-numerical-linear-algebra_FO21601641.000\boldsymbol{J}^{100}lyche-numerical-linear-algebra_FO2160
lyche-numerical-linear-algebra_FO21611641.000\boldsymbol{A}^{100}lyche-numerical-linear-algebra_FO2161
lyche-numerical-linear-algebra_FO21621641.000\mu_{\boldsymbol{A}}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2162
lyche-numerical-linear-algebra_FO21631641.000\lambda_{i}-\lambdalyche-numerical-linear-algebra_FO2163
lyche-numerical-linear-algebra_FO21641641.000\lambda_{i} \boldsymbol{I}-\boldsymbol{A}lyche-numerical-linear-algebra_FO2164
lyche-numerical-linear-algebra_FO21651641.000\pi_{\boldsymbol{A}}(\lambda)=\prod_{i=1}^{k} \prod_{j=1}^{g_{i}}\left(\lambda_{i}-\lambda\right)^{m_{i, j}}lyche-numerical-linear-algebra_FO2165
lyche-numerical-linear-algebra_FO21661640.629\pi_{\boldsymbol{A}}=\mu_{\boldsymbol{A}} \nu_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO2166
lyche-numerical-linear-algebra_FO21671640.953\nu_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO2167
lyche-numerical-linear-algebra_FO21681640.986\mu_{\boldsymbol{A}}(\boldsymbol{A})=\mathbf{0} \Longleftrightarrow \mu_{\boldsymbol{A}}(\boldsymbol{J})=\mathbf{0}lyche-numerical-linear-algebra_FO2168
lyche-numerical-linear-algebra_FO21691641.000m_{i}lyche-numerical-linear-algebra_FO2169
lyche-numerical-linear-algebra_FO21701641.000\mu_{\boldsymbol{A}}(\boldsymbol{A})=0lyche-numerical-linear-algebra_FO2170
lyche-numerical-linear-algebra_FO21711641.000p(\boldsymbol{A})=\mathbf{0}lyche-numerical-linear-algebra_FO2171
lyche-numerical-linear-algebra_FO21721641.000\pi_{\boldsymbol{A}}(\boldsymbol{A})=\mathbf{0}lyche-numerical-linear-algebra_FO2172
lyche-numerical-linear-algebra_FO21731641.000p(t):=\sum_{j=0}^{r} b_{j} t^{j}lyche-numerical-linear-algebra_FO2173
lyche-numerical-linear-algebra_FO21741641.000b_{j} \in \mathbb{C}lyche-numerical-linear-algebra_FO2174
lyche-numerical-linear-algebra_FO21751641.000p(\boldsymbol{A}) \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO2175
lyche-numerical-linear-algebra_FO21761641.000\boldsymbol{A}^{0}:=\boldsymbol{I}lyche-numerical-linear-algebra_FO2176
lyche-numerical-linear-algebra_FO21771641.000p(t):=\left(t-\alpha_{1}\right) \cdots\left(t-\alpha_{r}\right)lyche-numerical-linear-algebra_FO2177
lyche-numerical-linear-algebra_FO21781641.000\alpha_{0}, \ldots, \alpha_{r} \in \mathbb{C}lyche-numerical-linear-algebra_FO2178
lyche-numerical-linear-algebra_FO21791641.000p(\boldsymbol{A})=\left(\boldsymbol{A}-\alpha_{1}\right) \cdots\left(\boldsymbol{A}-\alpha_{r}\right)lyche-numerical-linear-algebra_FO2179
lyche-numerical-linear-algebra_FO21801641.000\boldsymbol{U}^{*} \boldsymbol{A} \boldsymbol{U}=\boldsymbol{T}lyche-numerical-linear-algebra_FO2180
lyche-numerical-linear-algebra_FO21811640.997\left[\begin{array}{rr}2 & 1 \\ -1 & 4\end{array}\right]lyche-numerical-linear-algebra_FO2181
lyche-numerical-linear-algebra_FO21821640.997\pi(\boldsymbol{A})=\mathbf{0}lyche-numerical-linear-algebra_FO2182
lyche-numerical-linear-algebra_FO21831641.000p(\boldsymbol{A})=lyche-numerical-linear-algebra_FO2183
lyche-numerical-linear-algebra_FO21841640.877\boldsymbol{U} p(\boldsymbol{T}) \boldsymbol{U}^{*}lyche-numerical-linear-algebra_FO2184
lyche-numerical-linear-algebra_FO21851641.000n, k \in \mathbb{N}lyche-numerical-linear-algebra_FO2185
lyche-numerical-linear-algebra_FO21861641.000\boldsymbol{C}, \boldsymbol{D} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO2186
lyche-numerical-linear-algebra_FO21871641.000c_{i, j}=0lyche-numerical-linear-algebra_FO2187
lyche-numerical-linear-algebra_FO21881641.000i, j \leq klyche-numerical-linear-algebra_FO2188
lyche-numerical-linear-algebra_FO21891641.000d_{k+1, k+1}=0lyche-numerical-linear-algebra_FO2189
lyche-numerical-linear-algebra_FO21901641.000\boldsymbol{E}:=\boldsymbol{C} \boldsymbol{D}lyche-numerical-linear-algebra_FO2190
lyche-numerical-linear-algebra_FO21911641.000e_{i, j}=0lyche-numerical-linear-algebra_FO2191
lyche-numerical-linear-algebra_FO21921641.000i, j \leq k+1lyche-numerical-linear-algebra_FO2192
lyche-numerical-linear-algebra_FO21931650.773p:=\pi_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO2193
lyche-numerical-linear-algebra_FO21941650.773p(\boldsymbol{T})=\mathbf{0} .^{3}lyche-numerical-linear-algebra_FO2194
lyche-numerical-linear-algebra_FO21951651.000\boldsymbol{A}=\left[\begin{array}{ll}1 & 2 \\ 3 & 2\end{array}\right]lyche-numerical-linear-algebra_FO2195
lyche-numerical-linear-algebra_FO21961651.000\boldsymbol{U}^{T} \boldsymbol{A} \boldsymbol{U}=\left[\begin{array}{cc}-1 & -1 \\ 0 & 4\end{array}\right]lyche-numerical-linear-algebra_FO2196
lyche-numerical-linear-algebra_FO21971651.000\boldsymbol{U}=\frac{1}{\sqrt{2}}\left[\begin{array}{cc}1 & 1 \\ -1 & 1\end{array}\right]lyche-numerical-linear-algebra_FO2197
lyche-numerical-linear-algebra_FO21981650.998\boldsymbol{C}=\boldsymbol{A}+i \boldsymbol{B}lyche-numerical-linear-algebra_FO2198
lyche-numerical-linear-algebra_FO21991651.000\boldsymbol{A}^{T}=-\boldsymbol{A}lyche-numerical-linear-algebra_FO2199
lyche-numerical-linear-algebra_FO22001651.000\boldsymbol{B}^{T}=\boldsymbol{B}lyche-numerical-linear-algebra_FO2200
lyche-numerical-linear-algebra_FO22011651.000\left(\lambda_{1}, \boldsymbol{u}_{1}\right), \ldots,\left(\lambda_{n}, \boldsymbol{u}_{n}\right)lyche-numerical-linear-algebra_FO2201
lyche-numerical-linear-algebra_FO22021650.999\boldsymbol{u}_{j}^{*} \boldsymbol{u}_{k}=0lyche-numerical-linear-algebra_FO2202
lyche-numerical-linear-algebra_FO22031650.999j \neq klyche-numerical-linear-algebra_FO2203
lyche-numerical-linear-algebra_FO22041650.999\boldsymbol{A} \boldsymbol{x} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO2204
lyche-numerical-linear-algebra_FO22051650.996\lambda_{\text {min }}lyche-numerical-linear-algebra_FO2205
lyche-numerical-linear-algebra_FO22061650.996R(\boldsymbol{x})lyche-numerical-linear-algebra_FO2206
lyche-numerical-linear-algebra_FO22071660.997\boldsymbol{y} \neq 0lyche-numerical-linear-algebra_FO2207
lyche-numerical-linear-algebra_FO22081661.000t>0lyche-numerical-linear-algebra_FO2208
lyche-numerical-linear-algebra_FO22091661.000\boldsymbol{x}^{0} \in B_{1}lyche-numerical-linear-algebra_FO2209
lyche-numerical-linear-algebra_FO22101661.000\boldsymbol{A} \boldsymbol{x}^{0}-R\left(\boldsymbol{x}^{0}\right) \boldsymbol{x}^{0} \neq 0lyche-numerical-linear-algebra_FO2210
lyche-numerical-linear-algebra_FO22111661.000\left(R\left(\boldsymbol{x}^{0}\right), \boldsymbol{x}^{0}\right)lyche-numerical-linear-algebra_FO2211
lyche-numerical-linear-algebra_FO22121661.000\boldsymbol{x}^{1} \in B_{1}lyche-numerical-linear-algebra_FO2212
lyche-numerical-linear-algebra_FO22131661.000R\left(\boldsymbol{x}^{1}\right)<lyche-numerical-linear-algebra_FO2213
lyche-numerical-linear-algebra_FO22141660.993R\left(\boldsymbol{x}^{0}\right)lyche-numerical-linear-algebra_FO2214
lyche-numerical-linear-algebra_FO22151661.000\beta_{i} \geq \alpha_{i}lyche-numerical-linear-algebra_FO2215
lyche-numerical-linear-algebra_FO22161661.000\boldsymbol{A}:=\left[\begin{array}{ll}0 & 0 \\ 0 & 4\end{array}\right]lyche-numerical-linear-algebra_FO2216
lyche-numerical-linear-algebra_FO22171661.000\boldsymbol{B}:=\left[\begin{array}{cc}-1 & -1 \\ 1 & 1\end{array}\right]lyche-numerical-linear-algebra_FO2217
lyche-numerical-linear-algebra_FO22181661.000\boldsymbol{A}:=\left[\begin{array}{ll}3 & 1 \\ 2 & 2\end{array}\right]lyche-numerical-linear-algebra_FO2218
lyche-numerical-linear-algebra_FO22191661.000\boldsymbol{v} \in \mathbb{R}^{2}lyche-numerical-linear-algebra_FO2219
lyche-numerical-linear-algebra_FO22201661.000\boldsymbol{y}, \boldsymbol{x} \inlyche-numerical-linear-algebra_FO2220
lyche-numerical-linear-algebra_FO22211661.000R(\boldsymbol{y}, \boldsymbol{x})=R_{\boldsymbol{A}}(\boldsymbol{y}, \boldsymbol{x}):=\frac{\boldsymbol{y}^{*} \boldsymbol{A} \boldsymbol{x}}{\boldsymbol{y}^{*} \boldsymbol{x}}lyche-numerical-linear-algebra_FO2221
lyche-numerical-linear-algebra_FO22221661.000R(\boldsymbol{y}, \boldsymbol{x})=\lambdalyche-numerical-linear-algebra_FO2222
lyche-numerical-linear-algebra_FO22231661.000\boldsymbol{A}, \boldsymbol{A}^{T}lyche-numerical-linear-algebra_FO2223
lyche-numerical-linear-algebra_FO22241661.000\boldsymbol{A} \boldsymbol{A}^{*}lyche-numerical-linear-algebra_FO2224
lyche-numerical-linear-algebra_FO22251660.993f(t)=R(\boldsymbol{x}-t \boldsymbol{y})lyche-numerical-linear-algebra_FO2225
lyche-numerical-linear-algebra_FO22261681.000\boldsymbol{U}:=\left[\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{n}\right] \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO2226
lyche-numerical-linear-algebra_FO22271681.000\boldsymbol{D}:=lyche-numerical-linear-algebra_FO2227
lyche-numerical-linear-algebra_FO22281681.000\operatorname{diag}\left(\lambda_{1}, \ldots, \lambda_{n}\right)lyche-numerical-linear-algebra_FO2228
lyche-numerical-linear-algebra_FO22291681.000\boldsymbol{A}=\boldsymbol{U} \boldsymbol{\Sigma} \boldsymbol{V}^{*}lyche-numerical-linear-algebra_FO2229
lyche-numerical-linear-algebra_FO22301681.000\boldsymbol{\Sigma}lyche-numerical-linear-algebra_FO2230
lyche-numerical-linear-algebra_FO22311681.000\Sigma_{i j}=0lyche-numerical-linear-algebra_FO2231
lyche-numerical-linear-algebra_FO22321681.000\Sigma_{i i} \geq 0lyche-numerical-linear-algebra_FO2232
lyche-numerical-linear-algebra_FO22331681.000\sigma_{i}:=\Sigma_{i i}lyche-numerical-linear-algebra_FO2233
lyche-numerical-linear-algebra_FO22341681.000\sigma_{i} \geq \sigma_{i+1}lyche-numerical-linear-algebra_FO2234
lyche-numerical-linear-algebra_FO22351691.000\sigma_{1}=2lyche-numerical-linear-algebra_FO2235
lyche-numerical-linear-algebra_FO22361691.000\sigma_{2}=1lyche-numerical-linear-algebra_FO2236
lyche-numerical-linear-algebra_FO22371691.000\mathcal{R}(\boldsymbol{A}), \mathcal{N}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2237
lyche-numerical-linear-algebra_FO22381691.000\mathcal{R}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2238
lyche-numerical-linear-algebra_FO22391691.000\mathcal{N}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2239
lyche-numerical-linear-algebra_FO22401690.978\left.\boldsymbol{A}^{*} \boldsymbol{A}, \boldsymbol{A} \boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2240
lyche-numerical-linear-algebra_FO22411691.000\boldsymbol{A}^{*} \boldsymbol{A} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO2241
lyche-numerical-linear-algebra_FO22421691.000\boldsymbol{A} \boldsymbol{A}^{*} \in \mathbb{C}^{m \times m}lyche-numerical-linear-algebra_FO2242
lyche-numerical-linear-algebra_FO22431690.992\left(\lambda_{j}, \boldsymbol{v}_{j}\right)lyche-numerical-linear-algebra_FO2243
lyche-numerical-linear-algebra_FO22441691.000\left\{\boldsymbol{A} \boldsymbol{v}_{1}, \ldots, \boldsymbol{A} \boldsymbol{v}_{r}\right\}lyche-numerical-linear-algebra_FO2244
lyche-numerical-linear-algebra_FO22451691.000\mathcal{R}(\boldsymbol{A}):=lyche-numerical-linear-algebra_FO2245
lyche-numerical-linear-algebra_FO22461691.000\left\{\boldsymbol{A} \boldsymbol{y} \in \mathbb{C}^{m}: \boldsymbol{y} \in \mathbb{C}^{n}\right\}lyche-numerical-linear-algebra_FO2246
lyche-numerical-linear-algebra_FO22471691.000\left\{\boldsymbol{v}_{r+1}, \ldots, \boldsymbol{v}_{n}\right\}lyche-numerical-linear-algebra_FO2247
lyche-numerical-linear-algebra_FO22481690.899\mathcal{N}(\boldsymbol{A}):=\left\{\boldsymbol{y} \in \mathbb{C}^{n}: \boldsymbol{A} \boldsymbol{y}=\mathbf{0}\right\}lyche-numerical-linear-algebra_FO2248
lyche-numerical-linear-algebra_FO22491690.996\left(\lambda_{j}, \boldsymbol{u}_{j}\right)lyche-numerical-linear-algebra_FO2249
lyche-numerical-linear-algebra_FO22501690.996\lambda_{j}>0, j=1, \ldots, rlyche-numerical-linear-algebra_FO2250
lyche-numerical-linear-algebra_FO22511691.000\lambda_{j}=0, j=r+1, \ldots, mlyche-numerical-linear-algebra_FO2251
lyche-numerical-linear-algebra_FO22521691.000\left\{\boldsymbol{A}^{*} \boldsymbol{u}_{1}, \ldots, \boldsymbol{A}^{*} \boldsymbol{u}_{r}\right\}lyche-numerical-linear-algebra_FO2252
lyche-numerical-linear-algebra_FO22531691.000\left\{\boldsymbol{u}_{r+1}, \ldots, \boldsymbol{u}_{m}\right\}lyche-numerical-linear-algebra_FO2253
lyche-numerical-linear-algebra_FO22541691.000\pi_{\boldsymbol{A}^{*} \boldsymbol{A}}lyche-numerical-linear-algebra_FO2254
lyche-numerical-linear-algebra_FO22551691.000\pi_{\boldsymbol{A} \boldsymbol{A}^{*}}lyche-numerical-linear-algebra_FO2255
lyche-numerical-linear-algebra_FO22561701.000\boldsymbol{A}^{*} \boldsymbol{A} \boldsymbol{v}=\lambda \boldsymbol{v}lyche-numerical-linear-algebra_FO2256
lyche-numerical-linear-algebra_FO22571701.000\boldsymbol{v} \neq \mathbf{0}lyche-numerical-linear-algebra_FO2257
lyche-numerical-linear-algebra_FO22581701.000\left(\boldsymbol{A} \boldsymbol{v}_{j}\right)^{*} \boldsymbol{A} \boldsymbol{v}_{k}=\boldsymbol{v}_{j}^{*} \boldsymbol{A}^{*} \boldsymbol{A} \boldsymbol{v}_{k}=\lambda_{k} \boldsymbol{v}_{j}^{*} \boldsymbol{v}_{k}lyche-numerical-linear-algebra_FO2258
lyche-numerical-linear-algebra_FO22591700.578\boldsymbol{A} \boldsymbol{v}_{1}, \ldots, \boldsymbol{A} \boldsymbol{v}_{n}lyche-numerical-linear-algebra_FO2259
lyche-numerical-linear-algebra_FO22601701.000\boldsymbol{A} \boldsymbol{v}_{1}, \ldots, \boldsymbol{A} \boldsymbol{v}_{r}lyche-numerical-linear-algebra_FO2260
lyche-numerical-linear-algebra_FO22611701.000\boldsymbol{A} \boldsymbol{v}_{j}=\mathbf{0}lyche-numerical-linear-algebra_FO2261
lyche-numerical-linear-algebra_FO22621701.000j=r+lyche-numerical-linear-algebra_FO2262
lyche-numerical-linear-algebra_FO22631701.000\mathcal{N}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2263
lyche-numerical-linear-algebra_FO22641701.000\mathcal{R}(\boldsymbol{A}) \subset \operatorname{span}\left(\boldsymbol{A} \boldsymbol{v}_{1}, \ldots, \boldsymbol{A} \boldsymbol{v}_{r}\right)lyche-numerical-linear-algebra_FO2264
lyche-numerical-linear-algebra_FO22651701.000\mathcal{N}(\boldsymbol{A}) \subsetlyche-numerical-linear-algebra_FO2265
lyche-numerical-linear-algebra_FO22661700.999\operatorname{span}\left(\boldsymbol{v}_{r+1}, \ldots, \boldsymbol{v}_{n}\right)lyche-numerical-linear-algebra_FO2266
lyche-numerical-linear-algebra_FO22671700.999\boldsymbol{x} \in \mathcal{R}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2267
lyche-numerical-linear-algebra_FO22681700.999\boldsymbol{x}=\boldsymbol{A} \boldsymbol{y}lyche-numerical-linear-algebra_FO2268
lyche-numerical-linear-algebra_FO22691701.000\boldsymbol{y}=\sum_{j=1}^{n} c_{j} \boldsymbol{v}_{j}lyche-numerical-linear-algebra_FO2269
lyche-numerical-linear-algebra_FO22701701.000\boldsymbol{x}=\boldsymbol{A} \boldsymbol{y}=\sum_{j=1}^{n} c_{j} \boldsymbol{A} \boldsymbol{v}_{j}=\sum_{j=1}^{r} c_{j} \boldsymbol{A} \boldsymbol{v}_{j} \inlyche-numerical-linear-algebra_FO2270
lyche-numerical-linear-algebra_FO22711701.000\operatorname{span}\left(\boldsymbol{A} \boldsymbol{v}_{1}, \ldots, \boldsymbol{A} \boldsymbol{v}_{r}\right)lyche-numerical-linear-algebra_FO2271
lyche-numerical-linear-algebra_FO22721701.000\boldsymbol{y}=\sum_{j=1}^{n} c_{j} \boldsymbol{v}_{j} \in \mathcal{N}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2272
lyche-numerical-linear-algebra_FO22731701.000\boldsymbol{A} \boldsymbol{y}=\sum_{j=1}^{r} c_{j} \boldsymbol{A} \boldsymbol{v}_{j}=\mathbf{0}lyche-numerical-linear-algebra_FO2273
lyche-numerical-linear-algebra_FO22741701.000c_{1}=\cdots=c_{r}=0lyche-numerical-linear-algebra_FO2274
lyche-numerical-linear-algebra_FO22751701.000\boldsymbol{y}=\sum_{j=r+1}^{n} c_{j} \boldsymbol{v}_{j} \in \operatorname{span}\left(\boldsymbol{v}_{r+1}, \ldots, \boldsymbol{v}_{n}\right)lyche-numerical-linear-algebra_FO2275
lyche-numerical-linear-algebra_FO22761701.000\boldsymbol{A} \boldsymbol{A}^{*}=\boldsymbol{B}^{*} \boldsymbol{B}lyche-numerical-linear-algebra_FO2276
lyche-numerical-linear-algebra_FO22771701.000\boldsymbol{B}:=\boldsymbol{A}^{*}lyche-numerical-linear-algebra_FO2277
lyche-numerical-linear-algebra_FO22781701.000\boldsymbol{A}=\boldsymbol{B}lyche-numerical-linear-algebra_FO2278
lyche-numerical-linear-algebra_FO22791701.0002 \boldsymbol{A}^{*} \boldsymbol{A}lyche-numerical-linear-algebra_FO2279
lyche-numerical-linear-algebra_FO22801701.0004 rlyche-numerical-linear-algebra_FO2280
lyche-numerical-linear-algebra_FO22811701.000m, n, r \in \mathbb{N}lyche-numerical-linear-algebra_FO2281
lyche-numerical-linear-algebra_FO22821701.000\lambda_{1} \geq \cdots \geqlyche-numerical-linear-algebra_FO2282
lyche-numerical-linear-algebra_FO22831701.000\lambda_{r}>0=\lambda_{r+1}=\cdots=\lambda_{n}lyche-numerical-linear-algebra_FO2283
lyche-numerical-linear-algebra_FO22841701.000\boldsymbol{V}:=\left[\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}\right] \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO2284
lyche-numerical-linear-algebra_FO22851701.000\Sigma \in \mathbb{R}^{m \times n}lyche-numerical-linear-algebra_FO2285
lyche-numerical-linear-algebra_FO22861701.000\sigma_{j}:=\sqrt{\lambda_{j}}lyche-numerical-linear-algebra_FO2286
lyche-numerical-linear-algebra_FO22871701.000j=lyche-numerical-linear-algebra_FO2287
lyche-numerical-linear-algebra_FO22881701.0001, \ldots, \min (m, n)lyche-numerical-linear-algebra_FO2288
lyche-numerical-linear-algebra_FO22891700.999\boldsymbol{U}:=\left[\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{m}\right] \in \mathbb{C}^{m \times m}lyche-numerical-linear-algebra_FO2289
lyche-numerical-linear-algebra_FO22901700.999\boldsymbol{u}_{j}=\sigma_{j}^{-1} \boldsymbol{A} \boldsymbol{v}_{j}lyche-numerical-linear-algebra_FO2290
lyche-numerical-linear-algebra_FO22911700.999j=1, \ldots, rlyche-numerical-linear-algebra_FO2291
lyche-numerical-linear-algebra_FO22921701.000\boldsymbol{u}_{r+1}, \ldots, \boldsymbol{u}_{m}lyche-numerical-linear-algebra_FO2292
lyche-numerical-linear-algebra_FO22931701.000\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{r}lyche-numerical-linear-algebra_FO2293
lyche-numerical-linear-algebra_FO22941701.000\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{m}lyche-numerical-linear-algebra_FO2294
lyche-numerical-linear-algebra_FO22951701.000\boldsymbol{U}, \boldsymbol{\Sigma}, \boldsymbol{V}lyche-numerical-linear-algebra_FO2295
lyche-numerical-linear-algebra_FO22961701.000\sigma_{j}=\left\|\boldsymbol{A} \boldsymbol{v}_{j}\right\|_{2}>0, j=1, \ldots, rlyche-numerical-linear-algebra_FO2296
lyche-numerical-linear-algebra_FO22971711.000\boldsymbol{U} \boldsymbol{\Sigma}=\boldsymbol{A} \boldsymbol{V}lyche-numerical-linear-algebra_FO2297
lyche-numerical-linear-algebra_FO22981711.000\boldsymbol{U} \boldsymbol{\Sigma} \boldsymbol{V}^{*}=\boldsymbol{A} \boldsymbol{V} \boldsymbol{V}^{*}=\boldsymbol{A}lyche-numerical-linear-algebra_FO2298
lyche-numerical-linear-algebra_FO22991711.000\sigma_{1} \geq \sigma_{2} \geq \cdots \geq \sigma_{r}lyche-numerical-linear-algebra_FO2299
lyche-numerical-linear-algebra_FO23001711.000\boldsymbol{A}=\frac{1}{15}\left[\begin{array}{cc}14 & 2 \\ 4 & 22 \\ 16 & 13\end{array}\right]lyche-numerical-linear-algebra_FO2300
lyche-numerical-linear-algebra_FO23011710.990\sigma_{1}=2, \sigma_{2}=1lyche-numerical-linear-algebra_FO2301
lyche-numerical-linear-algebra_FO23021710.990\boldsymbol{V}=\frac{1}{5}\left[\begin{array}{rr}3 & 4 \\ 4 & -3\end{array}\right]lyche-numerical-linear-algebra_FO2302
lyche-numerical-linear-algebra_FO23031710.990\boldsymbol{u}_{1}=\boldsymbol{A} \boldsymbol{v}_{1} / \sigma_{1}=[1,2,2]^{T} / 3lyche-numerical-linear-algebra_FO2303
lyche-numerical-linear-algebra_FO23041710.998\boldsymbol{u}_{2}=\boldsymbol{A} \boldsymbol{v}_{2} / \sigma_{2}=[2,-2,1]^{T} / 3lyche-numerical-linear-algebra_FO2304
lyche-numerical-linear-algebra_FO23051710.998\boldsymbol{u}_{3}lyche-numerical-linear-algebra_FO2305
lyche-numerical-linear-algebra_FO23061711.000\boldsymbol{u}_{1}lyche-numerical-linear-algebra_FO2306
lyche-numerical-linear-algebra_FO23071711.000\boldsymbol{u}_{2} . \boldsymbol{u}_{3}=[2,1,-2]^{T} / 3lyche-numerical-linear-algebra_FO2307
lyche-numerical-linear-algebra_FO23081711.000\Sigma_{1}lyche-numerical-linear-algebra_FO2308
lyche-numerical-linear-algebra_FO23091711.000k, l \geq 0lyche-numerical-linear-algebra_FO2309
lyche-numerical-linear-algebra_FO23101711.000\mathbf{0}_{k, l}=[]lyche-numerical-linear-algebra_FO2310
lyche-numerical-linear-algebra_FO23111711.000k=0lyche-numerical-linear-algebra_FO2311
lyche-numerical-linear-algebra_FO23121711.000l=0lyche-numerical-linear-algebra_FO2312
lyche-numerical-linear-algebra_FO23131721.000llyche-numerical-linear-algebra_FO2313
lyche-numerical-linear-algebra_FO23141721.000\boldsymbol{A}=\boldsymbol{U}_{1} \boldsymbol{\Sigma}_{1} \boldsymbol{V}_{1}^{*}lyche-numerical-linear-algebra_FO2314
lyche-numerical-linear-algebra_FO23151721.000\boldsymbol{U}_{1} \in \mathbb{C}^{m \times r}lyche-numerical-linear-algebra_FO2315
lyche-numerical-linear-algebra_FO23161721.000\boldsymbol{V}_{1} \in \mathbb{C}^{n \times r}lyche-numerical-linear-algebra_FO2316
lyche-numerical-linear-algebra_FO23171721.000\boldsymbol{\Sigma}_{1} \in \mathbb{R}^{r \times r}lyche-numerical-linear-algebra_FO2317
lyche-numerical-linear-algebra_FO23181721.000\sigma_{1} \geq \cdots \geq \sigma_{r}>0lyche-numerical-linear-algebra_FO2318
lyche-numerical-linear-algebra_FO23191721.000\boldsymbol{U}_{1}, \boldsymbol{V}_{1}lyche-numerical-linear-algebra_FO2319
lyche-numerical-linear-algebra_FO23201721.000\boldsymbol{U}, \boldsymbol{V}lyche-numerical-linear-algebra_FO2320
lyche-numerical-linear-algebra_FO23211721.000\Sigma_{1} \in \mathbb{R}^{r \times r}lyche-numerical-linear-algebra_FO2321
lyche-numerical-linear-algebra_FO23221721.000\boldsymbol{U}_{1}lyche-numerical-linear-algebra_FO2322
lyche-numerical-linear-algebra_FO23231721.000\boldsymbol{V}_{1}lyche-numerical-linear-algebra_FO2323
lyche-numerical-linear-algebra_FO23241721.000\boldsymbol{U} \in \mathbb{C}^{m \times m}lyche-numerical-linear-algebra_FO2324
lyche-numerical-linear-algebra_FO23251721.000\boldsymbol{V} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO2325
lyche-numerical-linear-algebra_FO23261721.000\boldsymbol{A}=\left[\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{r}\right] \operatorname{diag}\left(\sigma_{1}, \ldots, \sigma_{r}\right)\left[\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{r}\right]^{*}lyche-numerical-linear-algebra_FO2326
lyche-numerical-linear-algebra_FO23271721.0007.3(r<n<m)lyche-numerical-linear-algebra_FO2327
lyche-numerical-linear-algebra_FO23281731.000\sigma_{1}=2, \sigma_{2}=0lyche-numerical-linear-algebra_FO2328
lyche-numerical-linear-algebra_FO23291731.000r=1, m=3, n=2lyche-numerical-linear-algebra_FO2329
lyche-numerical-linear-algebra_FO23301731.000\boldsymbol{u}_{1}=\boldsymbol{A} \boldsymbol{v}_{1} / \sigma_{1}=\boldsymbol{s}_{1} / \sqrt{2}lyche-numerical-linear-algebra_FO2330
lyche-numerical-linear-algebra_FO23311731.000\boldsymbol{s}_{1}=[1,1,0]^{T}lyche-numerical-linear-algebra_FO2331
lyche-numerical-linear-algebra_FO23321731.000\boldsymbol{s}_{1}lyche-numerical-linear-algebra_FO2332
lyche-numerical-linear-algebra_FO23331731.000\left\{\boldsymbol{s}_{1}, \boldsymbol{s}_{2}, \boldsymbol{s}_{3}\right\}lyche-numerical-linear-algebra_FO2333
lyche-numerical-linear-algebra_FO23341730.979\boldsymbol{w}_{1}=\boldsymbol{s}_{1}, \boldsymbol{w}_{2}=\boldsymbol{s}_{2}-\frac{\boldsymbol{s}_{2}^{T} \boldsymbol{w}_{1}}{\boldsymbol{w}_{1}^{T} \boldsymbol{w}_{1}} \boldsymbol{w}_{1}=\left[\begin{array}{c}-1 / 2 \\ 1 / 2 \\ 0\end{array}\right], \boldsymbol{w}_{3}=\boldsymbol{s}_{3}-lyche-numerical-linear-algebra_FO2334
lyche-numerical-linear-algebra_FO23351730.763\frac{\boldsymbol{s}_{3}^{T} \boldsymbol{w}_{1}}{\boldsymbol{w}_{1}^{T} \boldsymbol{w}_{1}} \boldsymbol{w}_{1}-\frac{\boldsymbol{s}_{3}^{T} \boldsymbol{w}_{2}}{\boldsymbol{w}_{2}^{T} \boldsymbol{w}_{2}} \boldsymbol{w}_{2}=\left[\begin{array}{l}0 \\ 0 \\ 1\end{array}\right]lyche-numerical-linear-algebra_FO2335
lyche-numerical-linear-algebra_FO23361730.763\boldsymbol{w}_{i}lyche-numerical-linear-algebra_FO2336
lyche-numerical-linear-algebra_FO23371730.763\boldsymbol{u}_{1}=\boldsymbol{w}_{1} /\left\|\boldsymbol{w}_{1}\right\|_{2}=lyche-numerical-linear-algebra_FO2337
lyche-numerical-linear-algebra_FO23381730.999[1 / \sqrt{2}, 1 / \sqrt{2}, 0]^{T}, \boldsymbol{u}_{2}=\boldsymbol{w}_{2} /\left\|\boldsymbol{w}_{2}\right\|_{2}=[-1 / \sqrt{2}, 1 / \sqrt{2}, 0]^{T}lyche-numerical-linear-algebra_FO2338
lyche-numerical-linear-algebra_FO23391730.999\boldsymbol{u}_{3}=\boldsymbol{s}_{3} /\left\|\boldsymbol{s}_{3}\right\|_{2}=lyche-numerical-linear-algebra_FO2339
lyche-numerical-linear-algebra_FO23401731.000[0,0,1]^{T}lyche-numerical-linear-algebra_FO2340
lyche-numerical-linear-algebra_FO23411731.000\boldsymbol{A}=\boldsymbol{U} \boldsymbol{\Sigma} \boldsymbol{V}^{T}lyche-numerical-linear-algebra_FO2341
lyche-numerical-linear-algebra_FO23421741.000\mathcal{R}(\boldsymbol{A}), \mathcal{N}(\boldsymbol{A}), \mathcal{R}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2342
lyche-numerical-linear-algebra_FO23431741.000m, nlyche-numerical-linear-algebra_FO2343
lyche-numerical-linear-algebra_FO23441740.985\left[\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{m}\right] \boldsymbol{\Sigma}\left[\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}\right]^{*}=\boldsymbol{U} \boldsymbol{\Sigma} \boldsymbol{V}^{*}lyche-numerical-linear-algebra_FO2344
lyche-numerical-linear-algebra_FO23451741.000\left\{\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{r}\right\}lyche-numerical-linear-algebra_FO2345
lyche-numerical-linear-algebra_FO23461741.000\left\{\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{r}\right\}lyche-numerical-linear-algebra_FO2346
lyche-numerical-linear-algebra_FO23471741.000\boldsymbol{A} \boldsymbol{V}=\boldsymbol{U} \boldsymbol{\Sigma}lyche-numerical-linear-algebra_FO2347
lyche-numerical-linear-algebra_FO23481740.980\boldsymbol{A}\left[\boldsymbol{V}_{1}, \boldsymbol{V}_{2}\right]=\left[\boldsymbol{U}_{1}, \boldsymbol{U}_{2}\right]\left[\begin{array}{cc}\Sigma_{1} & \mathbf{0} \\ \mathbf{0} & \mathbf{0}\end{array}\right]lyche-numerical-linear-algebra_FO2348
lyche-numerical-linear-algebra_FO23491740.980\boldsymbol{A} \boldsymbol{V}_{1}=\boldsymbol{U}_{1} \boldsymbol{\Sigma}_{1}, \boldsymbol{A} \boldsymbol{V}_{2}=\mathbf{0}lyche-numerical-linear-algebra_FO2349
lyche-numerical-linear-algebra_FO23501741.000\boldsymbol{A}^{*}=\boldsymbol{V} \boldsymbol{\Sigma}^{*} \boldsymbol{U}^{*}lyche-numerical-linear-algebra_FO2350
lyche-numerical-linear-algebra_FO23511741.000\boldsymbol{A}^{*} \boldsymbol{U}=\boldsymbol{V} \boldsymbol{\Sigma}^{*}lyche-numerical-linear-algebra_FO2351
lyche-numerical-linear-algebra_FO23521741.000\mathcal{R}(\boldsymbol{A}),\left\{\boldsymbol{A}^{*} \boldsymbol{u}_{1}, \ldots, \boldsymbol{A}^{*} \boldsymbol{u}_{r}\right\}lyche-numerical-linear-algebra_FO2352
lyche-numerical-linear-algebra_FO23531741.000\mathcal{R}\left(\boldsymbol{A}^{*}\right),\left\{\boldsymbol{v}_{r+1}, \ldots, \boldsymbol{v}_{m}\right\}lyche-numerical-linear-algebra_FO2353
lyche-numerical-linear-algebra_FO23541741.000\boldsymbol{T}: \mathbb{R}^{n} \rightarrow \mathbb{R}^{m}lyche-numerical-linear-algebra_FO2354
lyche-numerical-linear-algebra_FO23551740.825\boldsymbol{T} \boldsymbol{z}:=\boldsymbol{A} \boldsymbol{z}lyche-numerical-linear-algebra_FO2355
lyche-numerical-linear-algebra_FO23561740.825(\boldsymbol{A})=nlyche-numerical-linear-algebra_FO2356
lyche-numerical-linear-algebra_FO23571740.672\mathcal{S}:=\left\{z \in \mathbb{R}^{n}\right.lyche-numerical-linear-algebra_FO2357
lyche-numerical-linear-algebra_FO23581740.943\left.\|\boldsymbol{z}\|_{2}=1\right\}lyche-numerical-linear-algebra_FO2358
lyche-numerical-linear-algebra_FO23591740.943\mathcal{E}:=\boldsymbol{A} \mathcal{S}=\{\boldsymbol{A} \boldsymbol{z}: \boldsymbol{z} \in \mathcal{S}\}lyche-numerical-linear-algebra_FO2359
lyche-numerical-linear-algebra_FO23601741.000r=nlyche-numerical-linear-algebra_FO2360
lyche-numerical-linear-algebra_FO23611740.977\boldsymbol{U}_{1} \Sigma_{1} \boldsymbol{V}_{1}^{T}lyche-numerical-linear-algebra_FO2361
lyche-numerical-linear-algebra_FO23621750.407z \in \mathcal{S}lyche-numerical-linear-algebra_FO2362
lyche-numerical-linear-algebra_FO23631750.407\boldsymbol{A} z=\boldsymbol{U}_{1} \Sigma_{1} \boldsymbol{V}_{1}^{T} z=\boldsymbol{U}_{1} \boldsymbol{y}lyche-numerical-linear-algebra_FO2363
lyche-numerical-linear-algebra_FO23641750.407\boldsymbol{y}:=\Sigma_{1} \boldsymbol{V}_{1}^{T} \boldsymbol{z}lyche-numerical-linear-algebra_FO2364
lyche-numerical-linear-algebra_FO23651750.997\operatorname{rank}(\boldsymbol{A})=nlyche-numerical-linear-algebra_FO2365
lyche-numerical-linear-algebra_FO23661750.997\boldsymbol{V}_{1}=\boldsymbol{V}lyche-numerical-linear-algebra_FO2366
lyche-numerical-linear-algebra_FO23671750.997\boldsymbol{V}_{1} \boldsymbol{V}_{1}^{T}=\boldsymbol{I}lyche-numerical-linear-algebra_FO2367
lyche-numerical-linear-algebra_FO23681750.984\boldsymbol{V}_{1} \boldsymbol{\Sigma}_{1}^{-1} \boldsymbol{y}=\boldsymbol{z}lyche-numerical-linear-algebra_FO2368
lyche-numerical-linear-algebra_FO23691751.000\boldsymbol{y} \in \tilde{\mathcal{E}}lyche-numerical-linear-algebra_FO2369
lyche-numerical-linear-algebra_FO23701751.000\boldsymbol{x}=\boldsymbol{A} \boldsymbol{z}=\boldsymbol{U}_{1} \Sigma_{1} \boldsymbol{V}_{1}^{T} \boldsymbol{z}=\boldsymbol{U}_{1} \boldsymbol{y}lyche-numerical-linear-algebra_FO2370
lyche-numerical-linear-algebra_FO23711751.000\mathcal{E}=\boldsymbol{U}_{1} \tilde{\mathcal{E}}lyche-numerical-linear-algebra_FO2371
lyche-numerical-linear-algebra_FO23721751.0001=\frac{y_{1}^{2}}{\sigma_{1}^{2}}+\cdots+\frac{y_{n}^{2}}{\sigma_{n}^{2}}lyche-numerical-linear-algebra_FO2372
lyche-numerical-linear-algebra_FO23731751.000\sigma_{j}lyche-numerical-linear-algebra_FO2373
lyche-numerical-linear-algebra_FO23741751.000\boldsymbol{e}_{j}lyche-numerical-linear-algebra_FO2374
lyche-numerical-linear-algebra_FO23751750.992\boldsymbol{U}_{1} \boldsymbol{y} \rightarrow \boldsymbol{x}lyche-numerical-linear-algebra_FO2375
lyche-numerical-linear-algebra_FO23761750.992\mathcal{E}=\boldsymbol{A} \mathcal{S}lyche-numerical-linear-algebra_FO2376
lyche-numerical-linear-algebra_FO23771751.000\boldsymbol{u}_{j}=\boldsymbol{U} \boldsymbol{e}_{j}lyche-numerical-linear-algebra_FO2377
lyche-numerical-linear-algebra_FO23781751.000\sigma_{j}, j=1, \ldots, nlyche-numerical-linear-algebra_FO2378
lyche-numerical-linear-algebra_FO23791751.000\boldsymbol{A} \boldsymbol{v}_{j}=\sigma_{j} \boldsymbol{u}_{j}lyche-numerical-linear-algebra_FO2379
lyche-numerical-linear-algebra_FO23801751.000\mathcal{E}lyche-numerical-linear-algebra_FO2380
lyche-numerical-linear-algebra_FO23811751.000\boldsymbol{A}: \mathbb{R}^{2} \rightarrow \mathbb{R}^{2}lyche-numerical-linear-algebra_FO2381
lyche-numerical-linear-algebra_FO23821751.000\sigma_{1}=3, \sigma_{2}=1, \boldsymbol{u}_{1}=[3,4]^{T} / 5lyche-numerical-linear-algebra_FO2382
lyche-numerical-linear-algebra_FO23831751.000\boldsymbol{u}_{2}=[-4,3]^{T} / 5lyche-numerical-linear-algebra_FO2383
lyche-numerical-linear-algebra_FO23841751.000y_{1}^{2} / \sigma_{1}^{2}+y_{2}^{2} / \sigma_{2}^{2}=1lyche-numerical-linear-algebra_FO2384
lyche-numerical-linear-algebra_FO23851751.000\mathcal{E}=\boldsymbol{A} \mathcal{S}=\boldsymbol{U}_{1} \tilde{\mathcal{E}}lyche-numerical-linear-algebra_FO2385
lyche-numerical-linear-algebra_FO23871760.997\boldsymbol{y}=\boldsymbol{U}_{1}^{T} \boldsymbol{x}=\left[3 / 5 x_{1}+4 / 5 x_{2},-4 / 5 x_{1}+3 / 5 x_{2}\right]^{T}lyche-numerical-linear-algebra_FO2387
lyche-numerical-linear-algebra_FO23881761.000\left\|\boldsymbol{A}^{*}\right\|_{F}=\|\boldsymbol{A}\|_{F}lyche-numerical-linear-algebra_FO2388
lyche-numerical-linear-algebra_FO23891761.000\|\boldsymbol{A}\|_{F}^{2}=\sum_{j=1}^{n}\left\|\boldsymbol{a}_{: j}\right\|_{2}^{2}lyche-numerical-linear-algebra_FO2389
lyche-numerical-linear-algebra_FO23901771.000\|\boldsymbol{U} \boldsymbol{A}\|_{F}=\|\boldsymbol{A} \boldsymbol{V}\|_{F}=\|\boldsymbol{A}\|_{F}lyche-numerical-linear-algebra_FO2390
lyche-numerical-linear-algebra_FO23911771.000\boldsymbol{V} \inlyche-numerical-linear-algebra_FO2391
lyche-numerical-linear-algebra_FO23921770.999\|\boldsymbol{A} \boldsymbol{B}\|_{F} \leq\|\boldsymbol{A}\|_{F}\|\boldsymbol{B}\|_{F}lyche-numerical-linear-algebra_FO2392
lyche-numerical-linear-algebra_FO23931770.999\boldsymbol{B} \in \mathbb{C}^{n, k}, \quad k \in \mathbb{N}lyche-numerical-linear-algebra_FO2393
lyche-numerical-linear-algebra_FO23941770.980\|\boldsymbol{A} \boldsymbol{x}\|_{2} \leq\|\boldsymbol{A}\|_{F}\|\boldsymbol{x}\|_{2}lyche-numerical-linear-algebra_FO2394
lyche-numerical-linear-algebra_FO23951771.000\left\|\boldsymbol{A}^{*}\right\|_{F}^{2}=\sum_{j=1}^{n} \sum_{i=1}^{m}\left|\bar{a}_{i j}\right|^{2}=\sum_{i=1}^{m} \sum_{j=1}^{n}\left|a_{i j}\right|^{2}=\|\boldsymbol{A}\|_{F}^{2}lyche-numerical-linear-algebra_FO2395
lyche-numerical-linear-algebra_FO23961771.000\|\boldsymbol{A}\|_{F}:=\|\operatorname{vec}(\boldsymbol{A})\|_{2}lyche-numerical-linear-algebra_FO2396
lyche-numerical-linear-algebra_FO23971771.000\operatorname{vec}(\boldsymbol{A}) \in \mathbb{C}^{m n}lyche-numerical-linear-algebra_FO2397
lyche-numerical-linear-algebra_FO23981771.000\boldsymbol{U}^{*} \boldsymbol{U}=Ilyche-numerical-linear-algebra_FO2398
lyche-numerical-linear-algebra_FO23991771.000\|\boldsymbol{U} \boldsymbol{x}\|_{2}=\|\boldsymbol{x}\|_{2}lyche-numerical-linear-algebra_FO2399
lyche-numerical-linear-algebra_FO24001770.997\|\boldsymbol{U} \boldsymbol{A}\|_{F}^{2} \stackrel{2 .}{=} \sum_{j=1}^{n}\left\|\boldsymbol{U} \boldsymbol{a}_{: j}\right\|_{2}^{2}=\sum_{j=1}^{n}\left\|\boldsymbol{a}_{: j}\right\|_{2}^{2} \stackrel{2 .}{=}\|\boldsymbol{A}\|_{F}^{2}lyche-numerical-linear-algebra_FO2400
lyche-numerical-linear-algebra_FO24011770.933\boldsymbol{V} \boldsymbol{V}^{*}=Ilyche-numerical-linear-algebra_FO2401
lyche-numerical-linear-algebra_FO24021770.933\|\boldsymbol{A} \boldsymbol{V}\|_{F} \stackrel{1 .}{=}\left\|\boldsymbol{V}^{*} \boldsymbol{A}^{*}\right\|_{F}=\left\|\boldsymbol{A}^{*}\right\|_{F} \stackrel{1 .}{=}\|\boldsymbol{A}\|_{F}lyche-numerical-linear-algebra_FO2402
lyche-numerical-linear-algebra_FO24031770.986\|\boldsymbol{v}\|_{F}=\|\boldsymbol{v}\|_{2}lyche-numerical-linear-algebra_FO2403
lyche-numerical-linear-algebra_FO24041770.986\boldsymbol{B}=\boldsymbol{x}lyche-numerical-linear-algebra_FO2404
lyche-numerical-linear-algebra_FO24051770.996\|\boldsymbol{A}\|_{F}=lyche-numerical-linear-algebra_FO2405
lyche-numerical-linear-algebra_FO24061770.999\sqrt{\sigma_{1}^{2}+\cdots+\sigma_{n}^{2}}lyche-numerical-linear-algebra_FO2406
lyche-numerical-linear-algebra_FO24071770.999\sigma_{1}, \ldots, \sigma_{n}lyche-numerical-linear-algebra_FO2407
lyche-numerical-linear-algebra_FO24081771.000m \geq n \geq 1lyche-numerical-linear-algebra_FO2408
lyche-numerical-linear-algebra_FO24091771.000\boldsymbol{U}\left[\begin{array}{c}\boldsymbol{D} \\ \mathbf{0}\end{array}\right] \boldsymbol{V}^{*}lyche-numerical-linear-algebra_FO2409
lyche-numerical-linear-algebra_FO24101771.000\boldsymbol{D}=\operatorname{diag}\left(\sigma_{1}, \ldots, \sigma_{n}\right)lyche-numerical-linear-algebra_FO2410
lyche-numerical-linear-algebra_FO24111771.000\epsilon>0lyche-numerical-linear-algebra_FO2411
lyche-numerical-linear-algebra_FO24121771.0001 \leq r \leq nlyche-numerical-linear-algebra_FO2412
lyche-numerical-linear-algebra_FO24131771.000\sigma_{r+1}^{2}+\cdots+\sigma_{n}^{2}<\epsilon^{2}lyche-numerical-linear-algebra_FO2413
lyche-numerical-linear-algebra_FO24141771.000\boldsymbol{A}^{\prime}:=\boldsymbol{U}\left[\begin{array}{c}\boldsymbol{D}^{\prime} \\ \mathbf{0}\end{array}\right] \boldsymbol{V}^{*}lyche-numerical-linear-algebra_FO2414
lyche-numerical-linear-algebra_FO24151771.000\boldsymbol{D}^{\prime}:=\operatorname{diag}\left(\sigma_{1}, \ldots, \sigma_{r}, 0, \ldots, 0\right) \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO2415
lyche-numerical-linear-algebra_FO24161781.000\boldsymbol{A}^{\prime}lyche-numerical-linear-algebra_FO2416
lyche-numerical-linear-algebra_FO24171781.000\sqrt{\sigma_{r+1}^{2}+\cdots+\sigma_{n}^{2}}lyche-numerical-linear-algebra_FO2417
lyche-numerical-linear-algebra_FO24181780.972\operatorname{rank}(\boldsymbol{A})=rlyche-numerical-linear-algebra_FO2418
lyche-numerical-linear-algebra_FO24191781.000r, \boldsymbol{A}^{\prime}lyche-numerical-linear-algebra_FO2419
lyche-numerical-linear-algebra_FO24201781.000\sigma_{1} \geq \cdots \geq \sigma_{n} \geq 0lyche-numerical-linear-algebra_FO2420
lyche-numerical-linear-algebra_FO24211781.000r \leq \operatorname{rank}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2421
lyche-numerical-linear-algebra_FO24221781.000\boldsymbol{A}=\left[\begin{array}{l}3 \\ 4\end{array}\right]lyche-numerical-linear-algebra_FO2422
lyche-numerical-linear-algebra_FO24231781.000\boldsymbol{A}=\left[\begin{array}{ll}1 & 1 \\ 2 & 2 \\ 2 & 2\end{array}\right]lyche-numerical-linear-algebra_FO2423
lyche-numerical-linear-algebra_FO24241791.000\boldsymbol{A}=\boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO2424
lyche-numerical-linear-algebra_FO24251791.000\boldsymbol{A}=\boldsymbol{e}_{n}^{T}lyche-numerical-linear-algebra_FO2425
lyche-numerical-linear-algebra_FO24261791.000\boldsymbol{A}=\left[\begin{array}{rr}-1 & 0 \\ 0 & 3\end{array}\right]lyche-numerical-linear-algebra_FO2426
lyche-numerical-linear-algebra_FO24271791.000\boldsymbol{U} \boldsymbol{\Sigma} \boldsymbol{V}lyche-numerical-linear-algebra_FO2427
lyche-numerical-linear-algebra_FO24281791.000\boldsymbol{A}^{*} \boldsymbol{A}=\boldsymbol{V} \operatorname{diag}\left(\sigma_{1}^{2}, \ldots, \sigma_{n}^{2}\right) \boldsymbol{V}^{*}lyche-numerical-linear-algebra_FO2428
lyche-numerical-linear-algebra_FO24291791.000\boldsymbol{A} \boldsymbol{A}^{*}=\boldsymbol{U} \operatorname{diag}\left(\sigma_{1}^{2}, \ldots, \sigma_{m}^{2}\right) \boldsymbol{U}^{*}lyche-numerical-linear-algebra_FO2429
lyche-numerical-linear-algebra_FO24301790.803\left(\sigma_{1}, \ldots, \sigma_{n}\right)lyche-numerical-linear-algebra_FO2430
lyche-numerical-linear-algebra_FO24311790.803\boldsymbol{A}^{2}lyche-numerical-linear-algebra_FO2431
lyche-numerical-linear-algebra_FO24321791.000\left(\sigma_{1}^{2}, \ldots, \sigma_{n}^{2}\right)lyche-numerical-linear-algebra_FO2432
lyche-numerical-linear-algebra_FO24331790.884\boldsymbol{A}=\frac{1}{25}\left[\begin{array}{ll}11 & 48 \\ 48 & 39\end{array}\right]lyche-numerical-linear-algebra_FO2433
lyche-numerical-linear-algebra_FO24341790.998\boldsymbol{U} \boldsymbol{D} \boldsymbol{U}^{T}lyche-numerical-linear-algebra_FO2434
lyche-numerical-linear-algebra_FO24351791.000\boldsymbol{A}=\frac{1}{5}\left[\begin{array}{cc}3 & -4 \\ 4 & 3\end{array}\right]\left[\begin{array}{ll}3 & 0 \\ 0 & 1\end{array}\right] \frac{1}{5}\left[\begin{array}{cc}3 & 4 \\ 4 & -3\end{array}\right]lyche-numerical-linear-algebra_FO2435
lyche-numerical-linear-algebra_FO24361801.000\operatorname{rank}(\boldsymbol{A})=\operatorname{rank}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2436
lyche-numerical-linear-algebra_FO24371801.000\operatorname{rank}(\boldsymbol{A})+\operatorname{null}(\boldsymbol{A})=nlyche-numerical-linear-algebra_FO2437
lyche-numerical-linear-algebra_FO24381801.000\operatorname{rank}(\boldsymbol{A})+\operatorname{null}\left(\boldsymbol{A}^{*}\right)=mlyche-numerical-linear-algebra_FO2438
lyche-numerical-linear-algebra_FO24391801.000\operatorname{null}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2439
lyche-numerical-linear-algebra_FO24401801.000\operatorname{rank} \boldsymbol{A}=\operatorname{rank}\left(\boldsymbol{A}^{*} \boldsymbol{A}\right)=\operatorname{rank}\left(\boldsymbol{A} \boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2440
lyche-numerical-linear-algebra_FO24411800.997\operatorname{null}\left(\boldsymbol{A}^{*} \boldsymbol{A}\right)=\operatorname{null} \boldsymbol{A}lyche-numerical-linear-algebra_FO2441
lyche-numerical-linear-algebra_FO24421800.997\operatorname{null}\left(\boldsymbol{A} \boldsymbol{A}^{*}\right)=\operatorname{null}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2442
lyche-numerical-linear-algebra_FO24431801.000\mathcal{R}(\boldsymbol{B})lyche-numerical-linear-algebra_FO2443
lyche-numerical-linear-algebra_FO24441801.000\mathcal{N}(\boldsymbol{B})lyche-numerical-linear-algebra_FO2444
lyche-numerical-linear-algebra_FO24451801.000\mathcal{R}\left(\boldsymbol{A}^{*} \boldsymbol{A}\right)=lyche-numerical-linear-algebra_FO2445
lyche-numerical-linear-algebra_FO24461801.000\mathcal{R}\left(\boldsymbol{V}_{1}\right)=\mathcal{R}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2446
lyche-numerical-linear-algebra_FO24471801.000\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{m} \in \mathbb{C}^{m}lyche-numerical-linear-algebra_FO2447
lyche-numerical-linear-algebra_FO24481801.000\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO2448
lyche-numerical-linear-algebra_FO24491811.000\boldsymbol{B}:=lyche-numerical-linear-algebra_FO2449
lyche-numerical-linear-algebra_FO24501810.981\sqrt{\boldsymbol{A}^{T} \boldsymbol{A}}lyche-numerical-linear-algebra_FO2450
lyche-numerical-linear-algebra_FO24511810.981\boldsymbol{P}=\boldsymbol{B}lyche-numerical-linear-algebra_FO2451
lyche-numerical-linear-algebra_FO24521811.000\boldsymbol{X}_{k}=\boldsymbol{U} \boldsymbol{\Sigma}_{k} \boldsymbol{V}^{T}lyche-numerical-linear-algebra_FO2452
lyche-numerical-linear-algebra_FO24531810.985\Sigma_{k}lyche-numerical-linear-algebra_FO2453
lyche-numerical-linear-algebra_FO24541810.985k=0,1,2, \ldotslyche-numerical-linear-algebra_FO2454
lyche-numerical-linear-algebra_FO24551810.749[\mathrm{Q}, \mathrm{P}, \mathrm{k}]=lyche-numerical-linear-algebra_FO2455
lyche-numerical-linear-algebra_FO24561810.749(\mathrm{A}, \mathrm{tol}, \mathrm{K})lyche-numerical-linear-algebra_FO2456
lyche-numerical-linear-algebra_FO24571811.000\boldsymbol{P}=\boldsymbol{Q}^{T} \boldsymbol{A}lyche-numerical-linear-algebra_FO2457
lyche-numerical-linear-algebra_FO24581810.977\boldsymbol{A}=\boldsymbol{Q} \boldsymbol{P}lyche-numerical-linear-algebra_FO2458
lyche-numerical-linear-algebra_FO24591810.919\left\|\boldsymbol{X}_{k+1}-\boldsymbol{X}_{k}\right\|_{F}<lyche-numerical-linear-algebra_FO2459
lyche-numerical-linear-algebra_FO24601810.919*\left\|\boldsymbol{X}_{k+1}\right\|_{F}lyche-numerical-linear-algebra_FO2460
lyche-numerical-linear-algebra_FO24611810.919k=K+1lyche-numerical-linear-algebra_FO2461
lyche-numerical-linear-algebra_FO24621811.000\|\boldsymbol{A}\|_{1}lyche-numerical-linear-algebra_FO2462
lyche-numerical-linear-algebra_FO24631811.000\|\boldsymbol{A}\|_{\infty}lyche-numerical-linear-algebra_FO2463
lyche-numerical-linear-algebra_FO24641810.972\left(\boldsymbol{B}^{T}\right)lyche-numerical-linear-algebra_FO2464
lyche-numerical-linear-algebra_FO24651810.972\operatorname{ker}(\boldsymbol{B})lyche-numerical-linear-algebra_FO2465
lyche-numerical-linear-algebra_FO24661821.000\boldsymbol{x} \in \mathbb{R}^{3}lyche-numerical-linear-algebra_FO2466
lyche-numerical-linear-algebra_FO24671821.000\boldsymbol{b} \in \mathbb{R}^{m}lyche-numerical-linear-algebra_FO2467
lyche-numerical-linear-algebra_FO24681821.000\boldsymbol{A}^{T} \boldsymbol{A} \boldsymbol{x}=\boldsymbol{A}^{T} \boldsymbol{b}lyche-numerical-linear-algebra_FO2468
lyche-numerical-linear-algebra_FO24691821.000\mathcal{R}(\boldsymbol{A}), \mathcal{R}\left(\boldsymbol{A}^{T}\right), \mathcal{N}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2469
lyche-numerical-linear-algebra_FO24701821.000\mathcal{N}\left(\boldsymbol{A}^{T}\right)lyche-numerical-linear-algebra_FO2470
lyche-numerical-linear-algebra_FO24711820.999\boldsymbol{B} \in \mathbb{R}^{4,3}lyche-numerical-linear-algebra_FO2471
lyche-numerical-linear-algebra_FO24721820.999\|\boldsymbol{A}-\boldsymbol{B}\|_{F} \geq 6lyche-numerical-linear-algebra_FO2472
lyche-numerical-linear-algebra_FO24731821.000\left\|\boldsymbol{A}-\boldsymbol{A}_{1}\right\|_{F}=6lyche-numerical-linear-algebra_FO2473
lyche-numerical-linear-algebra_FO24741820.980(n, 1)lyche-numerical-linear-algebra_FO2474
lyche-numerical-linear-algebra_FO24751821.000-2^{2-n}lyche-numerical-linear-algebra_FO2475
lyche-numerical-linear-algebra_FO24761821.000\boldsymbol{x}:=\left[2^{n-2}, 2^{n-3}, \ldots, 2^{0}, 1\right]^{T}lyche-numerical-linear-algebra_FO2476
lyche-numerical-linear-algebra_FO24771821.000\operatorname{det}(\boldsymbol{A})=1lyche-numerical-linear-algebra_FO2477
lyche-numerical-linear-algebra_FO24781821.000\|\boldsymbol{A}-\boldsymbol{B}\|_{F}=2^{2-n}lyche-numerical-linear-algebra_FO2478
lyche-numerical-linear-algebra_FO24791821.000\boldsymbol{A}-\boldsymbol{B}lyche-numerical-linear-algebra_FO2479
lyche-numerical-linear-algebra_FO24801821.000\sigma_{n}lyche-numerical-linear-algebra_FO2480
lyche-numerical-linear-algebra_FO24811821.0002^{2-n}lyche-numerical-linear-algebra_FO2481
lyche-numerical-linear-algebra_FO24821831.000\|\boldsymbol{A}\|_{1},\|\boldsymbol{A}\|_{\infty}lyche-numerical-linear-algebra_FO2482
lyche-numerical-linear-algebra_FO24831831.000\|\boldsymbol{A}\|_{F}lyche-numerical-linear-algebra_FO2483
lyche-numerical-linear-algebra_FO24841831.000\boldsymbol{T}=\boldsymbol{L} \boldsymbol{L}^{T}lyche-numerical-linear-algebra_FO2484
lyche-numerical-linear-algebra_FO24851831.000\boldsymbol{A}^{\prime}=\sum_{i=1}^{r} \sigma_{i} \boldsymbol{u}_{i} \boldsymbol{v}_{i}^{*}lyche-numerical-linear-algebra_FO2485
lyche-numerical-linear-algebra_FO24861831.0001 \leq r \leq n, \sigma_{i}lyche-numerical-linear-algebra_FO2486
lyche-numerical-linear-algebra_FO24871831.000\boldsymbol{u}_{i}, \boldsymbol{v}_{i}lyche-numerical-linear-algebra_FO2487
lyche-numerical-linear-algebra_FO24881851.000\|\cdot\|: \mathcal{V} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO2488
lyche-numerical-linear-algebra_FO24891850.728(\mathcal{V}, \mathbb{R},\|\cdot\|)lyche-numerical-linear-algebra_FO2489
lyche-numerical-linear-algebra_FO24901850.728(\mathcal{V}, \mathbb{C},\|\cdot\|)lyche-numerical-linear-algebra_FO2490
lyche-numerical-linear-algebra_FO24911851.000\mathbb{R}^{n}, \mathbb{C}^{n}lyche-numerical-linear-algebra_FO2491
lyche-numerical-linear-algebra_FO24921851.000\mathcal{V}=\mathbb{C}^{n}lyche-numerical-linear-algebra_FO2492
lyche-numerical-linear-algebra_FO24931851.000\mathcal{V}=\mathbb{R}^{n}lyche-numerical-linear-algebra_FO2493
lyche-numerical-linear-algebra_FO24941860.987p \geq 1lyche-numerical-linear-algebra_FO2494
lyche-numerical-linear-algebra_FO24951861.000p=1,2, \inftylyche-numerical-linear-algebra_FO2495
lyche-numerical-linear-algebra_FO24961861.000\|\boldsymbol{x}\|_{1}:=\sum_{j=1}^{n}\left|x_{j}\right|lyche-numerical-linear-algebra_FO2496
lyche-numerical-linear-algebra_FO24971861.000\|\boldsymbol{x}\|_{2}:=\sqrt{\sum_{j=1}^{n}\left|x_{j}\right|^{2}}lyche-numerical-linear-algebra_FO2497
lyche-numerical-linear-algebra_FO24981861.000l_{2}lyche-numerical-linear-algebra_FO2498
lyche-numerical-linear-algebra_FO24991861.000\|\boldsymbol{x}\|_{\infty}:=\max _{1 \leq j \leq n}\left|x_{j}\right|lyche-numerical-linear-algebra_FO2499
lyche-numerical-linear-algebra_FO25001861.000l_{\infty}lyche-numerical-linear-algebra_FO2500
lyche-numerical-linear-algebra_FO25011861.0001 \leq p \leq \inftylyche-numerical-linear-algebra_FO2501
lyche-numerical-linear-algebra_FO25021861.000\|\boldsymbol{x}+\boldsymbol{y}\|_{p} \leq\|\boldsymbol{x}\|_{p}+\|\boldsymbol{y}\|_{p}lyche-numerical-linear-algebra_FO2502
lyche-numerical-linear-algebra_FO25031861.000\frac{1}{p}+\frac{1}{q}=1lyche-numerical-linear-algebra_FO2503
lyche-numerical-linear-algebra_FO25041861.000p=1lyche-numerical-linear-algebra_FO2504
lyche-numerical-linear-algebra_FO25051861.000q=\inftylyche-numerical-linear-algebra_FO2505
lyche-numerical-linear-algebra_FO25061861.000p=2lyche-numerical-linear-algebra_FO2506
lyche-numerical-linear-algebra_FO25071861.000\lim _{p \rightarrow \infty} n^{1 / p}=1lyche-numerical-linear-algebra_FO2507
lyche-numerical-linear-algebra_FO25081870.987\|\cdot\|lyche-numerical-linear-algebra_FO2508
lyche-numerical-linear-algebra_FO25091870.987\|\cdot\|^{\prime}lyche-numerical-linear-algebra_FO2509
lyche-numerical-linear-algebra_FO25101871.000Mlyche-numerical-linear-algebra_FO2510
lyche-numerical-linear-algebra_FO25111871.000\boldsymbol{x} \in \mathcal{V}lyche-numerical-linear-algebra_FO2511
lyche-numerical-linear-algebra_FO25121871.000\inftylyche-numerical-linear-algebra_FO2512
lyche-numerical-linear-algebra_FO25131871.000\|\boldsymbol{x}-\boldsymbol{y}\| \geq|\|\boldsymbol{x}\|-\|\boldsymbol{y}\||lyche-numerical-linear-algebra_FO2513
lyche-numerical-linear-algebra_FO25141871.000\boldsymbol{x}, \boldsymbol{y} \in \mathbb{C}^{n} \quadlyche-numerical-linear-algebra_FO2514
lyche-numerical-linear-algebra_FO25151871.000\mathcal{V} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO2515
lyche-numerical-linear-algebra_FO25161871.000\|\boldsymbol{x}\|=\|\boldsymbol{x}-\boldsymbol{y}+\boldsymbol{y}\| \leq\|\boldsymbol{x}-\boldsymbol{y}\|+\|\boldsymbol{y}\|lyche-numerical-linear-algebra_FO2516
lyche-numerical-linear-algebra_FO25171871.000\|\boldsymbol{x}-\boldsymbol{y}\| \geq\|\boldsymbol{x}\|-\|\boldsymbol{y}\|lyche-numerical-linear-algebra_FO2517
lyche-numerical-linear-algebra_FO25181871.000\|\boldsymbol{x}-\boldsymbol{y}\|=\|\boldsymbol{y}-\boldsymbol{x}\| \geq\|\boldsymbol{y}\|-\|\boldsymbol{x}\|lyche-numerical-linear-algebra_FO2518
lyche-numerical-linear-algebra_FO25191871.000f: \mathcal{S} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO2519
lyche-numerical-linear-algebra_FO25201871.000f(\boldsymbol{y})=\|\boldsymbol{y}\|lyche-numerical-linear-algebra_FO2520
lyche-numerical-linear-algebra_FO25211871.000\boldsymbol{y}:=\boldsymbol{x} /\|\boldsymbol{x}\|^{\prime} \in \mathcal{S}lyche-numerical-linear-algebra_FO2521
lyche-numerical-linear-algebra_FO25221880.997\left(\mathbb{C}^{m \times n}, \mathbb{C}\right)lyche-numerical-linear-algebra_FO2522
lyche-numerical-linear-algebra_FO25231881.000\left(\mathbb{R}^{m \times n}, \mathbb{R}\right)lyche-numerical-linear-algebra_FO2523
lyche-numerical-linear-algebra_FO25241881.000\left\|\|: \mathbb{C}^{m \times n}, \rightarrow \mathbb{R}\right.lyche-numerical-linear-algebra_FO2524
lyche-numerical-linear-algebra_FO25251881.000m nlyche-numerical-linear-algebra_FO2525
lyche-numerical-linear-algebra_FO25261881.000\mathbb{C}^{m n}lyche-numerical-linear-algebra_FO2526
lyche-numerical-linear-algebra_FO25271881.000\|\cdot\|_{V}lyche-numerical-linear-algebra_FO2527
lyche-numerical-linear-algebra_FO25281881.000\|\boldsymbol{A}\|:=lyche-numerical-linear-algebra_FO2528
lyche-numerical-linear-algebra_FO25291881.000\|\operatorname{vec}(\boldsymbol{A})\|_{V}lyche-numerical-linear-algebra_FO2529
lyche-numerical-linear-algebra_FO25301891.000\|\boldsymbol{A} \boldsymbol{B}\| \leq\|\boldsymbol{A}\|\|\boldsymbol{B}\|lyche-numerical-linear-algebra_FO2530
lyche-numerical-linear-algebra_FO25311890.998\|\|lyche-numerical-linear-algebra_FO2531
lyche-numerical-linear-algebra_FO25321891.000\left\|\|_{\beta}\right.lyche-numerical-linear-algebra_FO2532
lyche-numerical-linear-algebra_FO25331891.000\| \|lyche-numerical-linear-algebra_FO2533
lyche-numerical-linear-algebra_FO25341890.999\|\boldsymbol{A} \boldsymbol{x}\| \leq\|\boldsymbol{A}\|\|\boldsymbol{x}\|_{\beta}lyche-numerical-linear-algebra_FO2534
lyche-numerical-linear-algebra_FO25351891.000m, n \in \mathbb{N}, \boldsymbol{A} \in \mathbb{C}^{m \times n}lyche-numerical-linear-algebra_FO2535
lyche-numerical-linear-algebra_FO25361891.000\boldsymbol{B}:=\boldsymbol{x} \in \mathbb{C}^{n \times 1}lyche-numerical-linear-algebra_FO2536
lyche-numerical-linear-algebra_FO25371900.969n \in \mathbb{N} .^{1}lyche-numerical-linear-algebra_FO2537
lyche-numerical-linear-algebra_FO25381901.000\left\|\|\right.lyche-numerical-linear-algebra_FO2538
lyche-numerical-linear-algebra_FO25391901.000\|\|: \mathcal{S} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO2539
lyche-numerical-linear-algebra_FO25401900.995f(\boldsymbol{x})=\|\boldsymbol{A} \boldsymbol{x}\|lyche-numerical-linear-algebra_FO2540
lyche-numerical-linear-algebra_FO25411901.000\| \|_{\beta}lyche-numerical-linear-algebra_FO2541
lyche-numerical-linear-algebra_FO25421900.587\|\boldsymbol{A}\|:=\max _{\boldsymbol{x} \neq 0} \frac{\|\boldsymbol{A} \boldsymbol{x}\|}{\|\boldsymbol{x}\| \beta}lyche-numerical-linear-algebra_FO2542
lyche-numerical-linear-algebra_FO25431911.000\|\boldsymbol{I}\|=1lyche-numerical-linear-algebra_FO2543
lyche-numerical-linear-algebra_FO25441911.000\|\boldsymbol{A}\|=0lyche-numerical-linear-algebra_FO2544
lyche-numerical-linear-algebra_FO25451911.000\|\boldsymbol{A} \boldsymbol{y}\|=0lyche-numerical-linear-algebra_FO2545
lyche-numerical-linear-algebra_FO25461911.000\boldsymbol{A}=0lyche-numerical-linear-algebra_FO2546
lyche-numerical-linear-algebra_FO25471911.000\|c \boldsymbol{A}\|=\max _{\boldsymbol{x}}\|c \boldsymbol{A} \boldsymbol{x}\|=\max _{\boldsymbol{x}}|c|\|\boldsymbol{A} \boldsymbol{x}\|=|c|\|\boldsymbol{A}\|lyche-numerical-linear-algebra_FO2547
lyche-numerical-linear-algebra_FO25481911.000\|\boldsymbol{A}+\boldsymbol{B}\|=\max _{\boldsymbol{x}}\|(\boldsymbol{A}+\boldsymbol{B}) \boldsymbol{x}\| \leq \max _{\boldsymbol{x}}\|\boldsymbol{A} \boldsymbol{x}\|+\max _{\boldsymbol{x}}\|\boldsymbol{B} \boldsymbol{x}\|=\|\boldsymbol{A}\|+\|\boldsymbol{B}\|lyche-numerical-linear-algebra_FO2548
lyche-numerical-linear-algebra_FO25491911.000\|\boldsymbol{I}\|_{F}=\sqrt{n}lyche-numerical-linear-algebra_FO2549
lyche-numerical-linear-algebra_FO25501911.000n>1lyche-numerical-linear-algebra_FO2550
lyche-numerical-linear-algebra_FO25521911.000\ell_{p}lyche-numerical-linear-algebra_FO2552
lyche-numerical-linear-algebra_FO25531911.000\left\|\|_{p}\right.lyche-numerical-linear-algebra_FO2553
lyche-numerical-linear-algebra_FO25541921.000\|\boldsymbol{A}\|_{2}lyche-numerical-linear-algebra_FO2554
lyche-numerical-linear-algebra_FO25551920.998K_{p}lyche-numerical-linear-algebra_FO2555
lyche-numerical-linear-algebra_FO25561920.998\|\boldsymbol{A} \boldsymbol{x}\|_{p} \leq K_{p}lyche-numerical-linear-algebra_FO2556
lyche-numerical-linear-algebra_FO25571920.998\|\boldsymbol{x}\|_{p}=1lyche-numerical-linear-algebra_FO2557
lyche-numerical-linear-algebra_FO25581921.000\boldsymbol{y}_{e} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO2558
lyche-numerical-linear-algebra_FO25591921.000\left\|\boldsymbol{y}_{e}\right\|_{p}=1lyche-numerical-linear-algebra_FO2559
lyche-numerical-linear-algebra_FO25601921.000\left\|\boldsymbol{A} \boldsymbol{y}_{e}\right\|_{p}=K_{p}lyche-numerical-linear-algebra_FO2560
lyche-numerical-linear-algebra_FO25611921.000\|\boldsymbol{A}\|_{p}=\left\|\boldsymbol{A} \boldsymbol{y}_{e}\right\|_{p}=K_{p}lyche-numerical-linear-algebra_FO2561
lyche-numerical-linear-algebra_FO25621921.000K_{2}=lyche-numerical-linear-algebra_FO2562
lyche-numerical-linear-algebra_FO25631920.998\sigma_{1}, \boldsymbol{c}:=\boldsymbol{V}^{*} \boldsymbol{x}lyche-numerical-linear-algebra_FO2563
lyche-numerical-linear-algebra_FO25641920.998\boldsymbol{y}_{e}=\boldsymbol{v}_{1}lyche-numerical-linear-algebra_FO2564
lyche-numerical-linear-algebra_FO25651920.998\sigma_{1}lyche-numerical-linear-algebra_FO2565
lyche-numerical-linear-algebra_FO25661921.000\boldsymbol{V} \boldsymbol{c},\|\boldsymbol{c}\|_{2}=\|\boldsymbol{x}\|_{2}=1lyche-numerical-linear-algebra_FO2566
lyche-numerical-linear-algebra_FO25671920.998\|\boldsymbol{A} \boldsymbol{x}\|_{2}^{2}=\left\|\boldsymbol{U} \boldsymbol{\Sigma} \boldsymbol{V}^{*} \boldsymbol{x}\right\|_{2}^{2}=\|\boldsymbol{\Sigma} \boldsymbol{c}\|_{2}^{2}=\sum_{j=1}^{n} \sigma_{j}^{2}\left|c_{j}\right|^{2} \leq \sigma_{1}^{2} \sum_{j=1}^{n}\left|c_{j}\right|^{2}=\sigma_{1}^{2}lyche-numerical-linear-algebra_FO2567
lyche-numerical-linear-algebra_FO25681921.000\left\|\boldsymbol{A} \boldsymbol{v}_{1}\right\|_{2}=\left\|\sigma_{1} \boldsymbol{u}_{1}\right\|_{2}=\sigma_{1}lyche-numerical-linear-algebra_FO2568
lyche-numerical-linear-algebra_FO25691921.000K_{1}, clyche-numerical-linear-algebra_FO2569
lyche-numerical-linear-algebra_FO25701921.000\boldsymbol{y}_{e}lyche-numerical-linear-algebra_FO2570
lyche-numerical-linear-algebra_FO25711921.000K_{1}:=\left\|\boldsymbol{A} \boldsymbol{e}_{c}\right\|_{1}=\max _{1 \leq j \leq n}\left\|\boldsymbol{A} \boldsymbol{e}_{j}\right\|_{1}lyche-numerical-linear-algebra_FO2571
lyche-numerical-linear-algebra_FO25721921.000\boldsymbol{y}_{e}:=lyche-numerical-linear-algebra_FO2572
lyche-numerical-linear-algebra_FO25731921.000\boldsymbol{e}_{c}lyche-numerical-linear-algebra_FO2573
lyche-numerical-linear-algebra_FO25741921.000\left\|\boldsymbol{y}_{e}\right\|_{1}=1lyche-numerical-linear-algebra_FO2574
lyche-numerical-linear-algebra_FO25751921.000\left\|\boldsymbol{A} \boldsymbol{y}_{e}\right\|_{1}=K_{1}lyche-numerical-linear-algebra_FO2575
lyche-numerical-linear-algebra_FO25761920.997K_{\infty}, rlyche-numerical-linear-algebra_FO2576
lyche-numerical-linear-algebra_FO25771920.997K_{\infty}:=\left\|\boldsymbol{e}_{r}^{T} \boldsymbol{A}\right\|_{1}=\max _{1 \leq k \leq m}\left\|\boldsymbol{e}_{k}^{T} \boldsymbol{A}\right\|_{1}lyche-numerical-linear-algebra_FO2577
lyche-numerical-linear-algebra_FO25781920.998\boldsymbol{y}_{e}:=\left[e^{-i \theta_{1}}, \ldots, e^{-i \theta_{n}}\right]^{T}lyche-numerical-linear-algebra_FO2578
lyche-numerical-linear-algebra_FO25791920.998a_{r j}=\left|a_{r j}\right| e^{i \theta_{j}}lyche-numerical-linear-algebra_FO2579
lyche-numerical-linear-algebra_FO25801921.000\left\|\boldsymbol{A} \boldsymbol{y}^{*}\right\|_{\infty}=\max _{1 \leq k \leq m}\left|\sum_{j=1}^{n} a_{k j} e^{-i \theta_{j}}\right|=K_{\infty}lyche-numerical-linear-algebra_FO2580
lyche-numerical-linear-algebra_FO25811921.000\left|\sum_{j=1}^{n} a_{k j} e^{-i \theta_{j}}\right| \leq \sum_{j=1}^{n}\left|a_{k j}\right| \leq K_{\infty}lyche-numerical-linear-algebra_FO2581
lyche-numerical-linear-algebra_FO25821921.000k=rlyche-numerical-linear-algebra_FO2582
lyche-numerical-linear-algebra_FO25831920.999\boldsymbol{A}:=\frac{1}{15}\left[\begin{array}{ccc}14 & 4 & 16 \\ 2 & 22 & 13\end{array}\right]lyche-numerical-linear-algebra_FO2583
lyche-numerical-linear-algebra_FO25841931.000\sigma_{1} \geq \sigma_{2} \geqlyche-numerical-linear-algebra_FO2584
lyche-numerical-linear-algebra_FO25851931.000\cdots \geq \sigma_{n}lyche-numerical-linear-algebra_FO2585
lyche-numerical-linear-algebra_FO25861931.000\left|\lambda_{1}\right| \geq\left|\lambda_{2}\right| \geq \cdots \geq\left|\lambda_{n}\right|lyche-numerical-linear-algebra_FO2586
lyche-numerical-linear-algebra_FO25871931.0001 / \sigma_{n}lyche-numerical-linear-algebra_FO2587
lyche-numerical-linear-algebra_FO25881931.000\|\boldsymbol{A}\|_{2}^{2} \leqlyche-numerical-linear-algebra_FO2588
lyche-numerical-linear-algebra_FO25891930.994\|\boldsymbol{A}\|_{1}\|\boldsymbol{A}\|_{\infty}lyche-numerical-linear-algebra_FO2589
lyche-numerical-linear-algebra_FO25901930.994\left(\sigma^{2}, \boldsymbol{v}\right)lyche-numerical-linear-algebra_FO2590
lyche-numerical-linear-algebra_FO25911931.000\left\|\boldsymbol{A}^{*}\right\|_{1}=\|\boldsymbol{A}\|_{\infty}lyche-numerical-linear-algebra_FO2591
lyche-numerical-linear-algebra_FO25921931.000\|\boldsymbol{v}\|_{1}lyche-numerical-linear-algebra_FO2592
lyche-numerical-linear-algebra_FO25931931.000\|\boldsymbol{U} \boldsymbol{A} \boldsymbol{V}\|=\|\boldsymbol{A}\|lyche-numerical-linear-algebra_FO2593
lyche-numerical-linear-algebra_FO25941931.000\boldsymbol{U}(\boldsymbol{A}+lyche-numerical-linear-algebra_FO2594
lyche-numerical-linear-algebra_FO25951931.000\boldsymbol{E}) \boldsymbol{V}=\boldsymbol{U} \boldsymbol{A} \boldsymbol{V}+\boldsymbol{F}lyche-numerical-linear-algebra_FO2595
lyche-numerical-linear-algebra_FO25961931.000\|\boldsymbol{F}\|=\|\boldsymbol{E}\|lyche-numerical-linear-algebra_FO2596
lyche-numerical-linear-algebra_FO25971941.000\left\|\boldsymbol{A}^{*}\right\|_{2}=\|\boldsymbol{A}\|_{2}lyche-numerical-linear-algebra_FO2597
lyche-numerical-linear-algebra_FO25981941.000\boldsymbol{V}^{*}lyche-numerical-linear-algebra_FO2598
lyche-numerical-linear-algebra_FO25991941.000\|\boldsymbol{x}\|=\||\boldsymbol{x}|\|lyche-numerical-linear-algebra_FO2599
lyche-numerical-linear-algebra_FO26001941.000|\boldsymbol{x}|:=\left[\left|x_{1}\right|, \ldots,\left|x_{n}\right|\right]^{T}lyche-numerical-linear-algebra_FO2600
lyche-numerical-linear-algebra_FO26011951.000x_{1}=x_{2}=10lyche-numerical-linear-algebra_FO2601
lyche-numerical-linear-algebra_FO26021951.000x_{1}=30, x_{2}=-10lyche-numerical-linear-algebra_FO2602
lyche-numerical-linear-algebra_FO26031951.0001-10^{-16}lyche-numerical-linear-algebra_FO2603
lyche-numerical-linear-algebra_FO26041951.0001+10^{-16}lyche-numerical-linear-algebra_FO2604
lyche-numerical-linear-algebra_FO26051950.994\boldsymbol{A}, \boldsymbol{b}lyche-numerical-linear-algebra_FO2605
lyche-numerical-linear-algebra_FO26061951.000\boldsymbol{I} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO2606
lyche-numerical-linear-algebra_FO26071950.996(\boldsymbol{A}+\boldsymbol{E}) \boldsymbol{y}=\boldsymbol{b}+\boldsymbol{e}lyche-numerical-linear-algebra_FO2607
lyche-numerical-linear-algebra_FO26081950.996\boldsymbol{A}, \boldsymbol{A}+\boldsymbol{E} \inlyche-numerical-linear-algebra_FO2608
lyche-numerical-linear-algebra_FO26091951.000\boldsymbol{b}, \boldsymbol{e} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO2609
lyche-numerical-linear-algebra_FO26101951.000\boldsymbol{y}-\boldsymbol{x}lyche-numerical-linear-algebra_FO2610
lyche-numerical-linear-algebra_FO26111951.000\|\boldsymbol{y}-\boldsymbol{x}\|lyche-numerical-linear-algebra_FO2611
lyche-numerical-linear-algebra_FO26121951.000\|\boldsymbol{y}-\boldsymbol{x}\| /\|\boldsymbol{x}\|lyche-numerical-linear-algebra_FO2612
lyche-numerical-linear-algebra_FO26131951.000\|\boldsymbol{y}-\boldsymbol{x}\| /\|\boldsymbol{y}\|lyche-numerical-linear-algebra_FO2613
lyche-numerical-linear-algebra_FO26141950.546\boldsymbol{b}, \boldsymbol{e} \in \mathbb{C}^{n}, \boldsymbol{b} \neq \mathbf{0}lyche-numerical-linear-algebra_FO2614
lyche-numerical-linear-algebra_FO26151950.546\boldsymbol{A} \boldsymbol{x}=\boldsymbol{b}, \boldsymbol{A} \boldsymbol{y}=\boldsymbol{b}+\boldsymbol{e}lyche-numerical-linear-algebra_FO2615
lyche-numerical-linear-algebra_FO26161951.000K(\boldsymbol{A})=\|\boldsymbol{A}\|\left\|\boldsymbol{A}^{-1}\right\|lyche-numerical-linear-algebra_FO2616
lyche-numerical-linear-algebra_FO26171951.000\boldsymbol{A} \boldsymbol{y}=\boldsymbol{b}+\boldsymbol{e}lyche-numerical-linear-algebra_FO2617
lyche-numerical-linear-algebra_FO26181951.000\boldsymbol{A}(\boldsymbol{y}-\boldsymbol{x})=\boldsymbol{e}lyche-numerical-linear-algebra_FO2618
lyche-numerical-linear-algebra_FO26191951.000\boldsymbol{y}-\boldsymbol{x}=\boldsymbol{A}^{-1} \boldsymbol{e}lyche-numerical-linear-algebra_FO2619
lyche-numerical-linear-algebra_FO26201951.000\|\boldsymbol{y}-\boldsymbol{x}\|=\left\|\boldsymbol{A}^{-1} \boldsymbol{e}\right\| \leq\left\|\boldsymbol{A}^{-1}\right\|\|\boldsymbol{e}\|lyche-numerical-linear-algebra_FO2620
lyche-numerical-linear-algebra_FO26211951.000\|\boldsymbol{b}\|=\|\boldsymbol{A} \boldsymbol{x}\| \leq\|\boldsymbol{A}\|\|\boldsymbol{x}\|lyche-numerical-linear-algebra_FO2621
lyche-numerical-linear-algebra_FO26221951.000\|\boldsymbol{e}\| \leq\|\boldsymbol{A}\|\|\boldsymbol{y}-\boldsymbol{x}\|lyche-numerical-linear-algebra_FO2622
lyche-numerical-linear-algebra_FO26231951.000\|\boldsymbol{x}\| \leqlyche-numerical-linear-algebra_FO2623
lyche-numerical-linear-algebra_FO26241951.000\left\|\boldsymbol{A}^{-1}\right\|\|\boldsymbol{b}\|lyche-numerical-linear-algebra_FO2624
lyche-numerical-linear-algebra_FO26251961.000\|\boldsymbol{e}\| /\|\boldsymbol{b}\|lyche-numerical-linear-algebra_FO2625
lyche-numerical-linear-algebra_FO26261961.000\boldsymbol{e}lyche-numerical-linear-algebra_FO2626
lyche-numerical-linear-algebra_FO26271960.999K(\boldsymbol{A})lyche-numerical-linear-algebra_FO2627
lyche-numerical-linear-algebra_FO26281961.000K(\boldsymbol{A}) \geq 1lyche-numerical-linear-algebra_FO2628
lyche-numerical-linear-algebra_FO26291961.000\|\boldsymbol{x}\|=\|\boldsymbol{I} \boldsymbol{x}\| \leq\|\boldsymbol{I}\|\|\boldsymbol{x}\|lyche-numerical-linear-algebra_FO2629
lyche-numerical-linear-algebra_FO26301961.000\|\boldsymbol{I}\| \geq 1lyche-numerical-linear-algebra_FO2630
lyche-numerical-linear-algebra_FO26311961.000\|\boldsymbol{A}\|\left\|\boldsymbol{A}^{-1}\right\| \geqlyche-numerical-linear-algebra_FO2631
lyche-numerical-linear-algebra_FO26321961.000\left\|\boldsymbol{A} \boldsymbol{A}^{-1}\right\|=\|\boldsymbol{I}\| \geq 1lyche-numerical-linear-algebra_FO2632
lyche-numerical-linear-algebra_FO26331961.000\ell_{1}, \ell_{\infty}lyche-numerical-linear-algebra_FO2633
lyche-numerical-linear-algebra_FO26341960.874\boldsymbol{A x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO2634
lyche-numerical-linear-algebra_FO26351961.000\boldsymbol{r}(\boldsymbol{y}):=\boldsymbol{A} \boldsymbol{y}-\boldsymbol{b}lyche-numerical-linear-algebra_FO2635
lyche-numerical-linear-algebra_FO26361961.000\boldsymbol{r}lyche-numerical-linear-algebra_FO2636
lyche-numerical-linear-algebra_FO26371960.987\boldsymbol{b} \neq \mathbf{0}lyche-numerical-linear-algebra_FO2637
lyche-numerical-linear-algebra_FO26381960.987\boldsymbol{r}(\boldsymbol{y})=\boldsymbol{A} \boldsymbol{y}-\boldsymbol{b}lyche-numerical-linear-algebra_FO2638
lyche-numerical-linear-algebra_FO26391961.000\boldsymbol{e}=\boldsymbol{r}(\boldsymbol{y})lyche-numerical-linear-algebra_FO2639
lyche-numerical-linear-algebra_FO26401960.999\boldsymbol{A}, \boldsymbol{E} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO2640
lyche-numerical-linear-algebra_FO26411960.999\boldsymbol{A}, \boldsymbol{A}+\boldsymbol{E}lyche-numerical-linear-algebra_FO2641
lyche-numerical-linear-algebra_FO26421960.999(\boldsymbol{A}+\boldsymbol{E}) \boldsymbol{y}=\boldsymbol{b}lyche-numerical-linear-algebra_FO2642
lyche-numerical-linear-algebra_FO26431960.615\boldsymbol{A}, \boldsymbol{E} \in \mathbb{C}^{n \times n}, \boldsymbol{b} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO2643
lyche-numerical-linear-algebra_FO26441960.999r:=\left\|\boldsymbol{A}^{-1} \boldsymbol{E}\right\|<1lyche-numerical-linear-algebra_FO2644
lyche-numerical-linear-algebra_FO26451960.999\boldsymbol{A}+\boldsymbol{E}lyche-numerical-linear-algebra_FO2645
lyche-numerical-linear-algebra_FO26461961.000r \geq 1lyche-numerical-linear-algebra_FO2646
lyche-numerical-linear-algebra_FO26471961.000(\boldsymbol{A}+\boldsymbol{E}) \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO2647
lyche-numerical-linear-algebra_FO26481961.000\left(\boldsymbol{I}+\boldsymbol{A}^{-1} \boldsymbol{E}\right) \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO2648
lyche-numerical-linear-algebra_FO26491961.000\|\boldsymbol{x}\|=\left\|\boldsymbol{A}^{-1} \boldsymbol{E} \boldsymbol{x}\right\| \leq r\|\boldsymbol{x}\|lyche-numerical-linear-algebra_FO2649
lyche-numerical-linear-algebra_FO26501960.967\boldsymbol{A}(\boldsymbol{x}-\boldsymbol{y})=\boldsymbol{E} \boldsymbol{y}lyche-numerical-linear-algebra_FO2650
lyche-numerical-linear-algebra_FO26511961.000\boldsymbol{x}-\boldsymbol{y}=\boldsymbol{A}^{-1} \boldsymbol{E} \boldsymbol{y}lyche-numerical-linear-algebra_FO2651
lyche-numerical-linear-algebra_FO26521961.000\|\boldsymbol{y}\|lyche-numerical-linear-algebra_FO2652
lyche-numerical-linear-algebra_FO26531971.000\boldsymbol{y}=\left(\boldsymbol{I}+\boldsymbol{A}^{-1} \boldsymbol{E}\right)^{-1} \boldsymbol{x}lyche-numerical-linear-algebra_FO2653
lyche-numerical-linear-algebra_FO26541970.995\|\boldsymbol{y}\| \leq\left\|\left(\boldsymbol{I}+\boldsymbol{A}^{-1} \boldsymbol{E}\right)^{-1}\right\|\|\boldsymbol{x}\| \leq \frac{\|\boldsymbol{x}\|}{1-r}lyche-numerical-linear-algebra_FO2654
lyche-numerical-linear-algebra_FO26551970.995\|\boldsymbol{y}-\boldsymbol{x}\| \leq r\|\boldsymbol{y}\| \leqlyche-numerical-linear-algebra_FO2655
lyche-numerical-linear-algebra_FO26561970.669\frac{r}{1-r}\|\boldsymbol{x}\| \leq \frac{K(\boldsymbol{A})}{1-r}\|\boldsymbol{E}\|\|\boldsymbol{A}\|lyche-numerical-linear-algebra_FO2656
lyche-numerical-linear-algebra_FO26571970.669\|\boldsymbol{x}\|lyche-numerical-linear-algebra_FO2657
lyche-numerical-linear-algebra_FO26581970.986\boldsymbol{x} .\|\boldsymbol{E}\| /\|\boldsymbol{A}\|lyche-numerical-linear-algebra_FO2658
lyche-numerical-linear-algebra_FO26591971.000\|\boldsymbol{E}\| /\|\boldsymbol{A}\|lyche-numerical-linear-algebra_FO2659
lyche-numerical-linear-algebra_FO26601971.000\left\|\boldsymbol{A}^{-1} \boldsymbol{E} \boldsymbol{y}\right\| \leq\left\|\boldsymbol{A}^{-1}\right\|\|\boldsymbol{E}\|\|\boldsymbol{y}\|lyche-numerical-linear-algebra_FO2660
lyche-numerical-linear-algebra_FO26611971.000\left\|\boldsymbol{A}^{-1} \boldsymbol{E} \boldsymbol{y}\right\|lyche-numerical-linear-algebra_FO2661
lyche-numerical-linear-algebra_FO26621971.000\sigma_{1} \geq \sigma_{2} \geq \cdots \geq \sigma_{n}>0lyche-numerical-linear-algebra_FO2662
lyche-numerical-linear-algebra_FO26631971.000\left|\lambda_{1}\right| \geq\left|\lambda_{2}\right| \geq \cdots \geqlyche-numerical-linear-algebra_FO2663
lyche-numerical-linear-algebra_FO26641971.000\left|\lambda_{n}\right|>0lyche-numerical-linear-algebra_FO2664
lyche-numerical-linear-algebra_FO26651970.999\sigma_{1} / \sigma_{n}lyche-numerical-linear-algebra_FO2665
lyche-numerical-linear-algebra_FO26661971.000\lambda_{1} / \lambda_{n}lyche-numerical-linear-algebra_FO2666
lyche-numerical-linear-algebra_FO26671971.000\|\boldsymbol{y}-\boldsymbol{x}\| /\|\boldsymbol{x}\| \approx\|\boldsymbol{r}(\boldsymbol{y})\| /\|\boldsymbol{b}\|lyche-numerical-linear-algebra_FO2667
lyche-numerical-linear-algebra_FO26681971.000\|\boldsymbol{b}\| \approx 1lyche-numerical-linear-algebra_FO2668
lyche-numerical-linear-algebra_FO26691971.000\boldsymbol{B}:=\boldsymbol{A}+\boldsymbol{E}lyche-numerical-linear-algebra_FO2669
lyche-numerical-linear-algebra_FO26701971.000\left\|\boldsymbol{B}^{-1}\right\|lyche-numerical-linear-algebra_FO2670
lyche-numerical-linear-algebra_FO26711971.000\left\|\boldsymbol{A}^{-1}\right\|lyche-numerical-linear-algebra_FO2671
lyche-numerical-linear-algebra_FO26721971.000\left\|\boldsymbol{B}^{-1}-\boldsymbol{A}^{-1}\right\|lyche-numerical-linear-algebra_FO2672
lyche-numerical-linear-algebra_FO26731971.000\left\|\boldsymbol{B}^{-1}\right\| /\left\|\boldsymbol{A}^{-1}\right\|,\left\|\boldsymbol{B}^{-1}-\boldsymbol{A}^{-1}\right\| /\left\|\boldsymbol{B}^{-1}\right\|lyche-numerical-linear-algebra_FO2673
lyche-numerical-linear-algebra_FO26741971.000\| \boldsymbol{B}^{-1}-lyche-numerical-linear-algebra_FO2674
lyche-numerical-linear-algebra_FO26751971.000\boldsymbol{A}^{-1}\|/\| \boldsymbol{A}^{-1} \|lyche-numerical-linear-algebra_FO2675
lyche-numerical-linear-algebra_FO26761981.000\boldsymbol{B}:=\boldsymbol{A}+\boldsymbol{E} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO2676
lyche-numerical-linear-algebra_FO26771980.998K(\boldsymbol{A}):=\|\boldsymbol{A}\|\left\|\boldsymbol{A}^{-1}\right\|lyche-numerical-linear-algebra_FO2677
lyche-numerical-linear-algebra_FO26781980.922\left\|\boldsymbol{A}^{-1} \boldsymbol{E}\right\|lyche-numerical-linear-algebra_FO2678
lyche-numerical-linear-algebra_FO26791980.922\left\|\boldsymbol{E} \boldsymbol{A}^{-1}\right\|lyche-numerical-linear-algebra_FO2679
lyche-numerical-linear-algebra_FO26801980.999r<1lyche-numerical-linear-algebra_FO2680
lyche-numerical-linear-algebra_FO26811980.999-\boldsymbol{E}=lyche-numerical-linear-algebra_FO2681
lyche-numerical-linear-algebra_FO26821981.000\boldsymbol{A}-\boldsymbol{B}=\boldsymbol{A}\left(\boldsymbol{B}^{-1}-\boldsymbol{A}^{-1}\right) \boldsymbol{B}=\boldsymbol{B}\left(\boldsymbol{B}^{-1}-\boldsymbol{A}^{-1}\right) \boldsymbol{A}lyche-numerical-linear-algebra_FO2682
lyche-numerical-linear-algebra_FO26831981.000\left\|\boldsymbol{A}^{-1}\right\| \leq\left\|\boldsymbol{B}^{-1}\right\|+r\left\|\boldsymbol{B}^{-1}\right\|lyche-numerical-linear-algebra_FO2683
lyche-numerical-linear-algebra_FO26841981.000\left\|\boldsymbol{B}^{-1}\right\| /\left\|\boldsymbol{A}^{-1}\right\|lyche-numerical-linear-algebra_FO2684
lyche-numerical-linear-algebra_FO26851991.0001 \leq p \leq \infty, \boldsymbol{x}, \boldsymbol{y} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO2685
lyche-numerical-linear-algebra_FO26861991.000\|\boldsymbol{x}\|_{p} \geq 0lyche-numerical-linear-algebra_FO2686
lyche-numerical-linear-algebra_FO26871991.000\|a \boldsymbol{x}\|_{p}=|a|\|\boldsymbol{x}\|_{p}lyche-numerical-linear-algebra_FO2687
lyche-numerical-linear-algebra_FO26881991.000I \subset \mathbb{R}lyche-numerical-linear-algebra_FO2688
lyche-numerical-linear-algebra_FO26891991.000f: I \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO2689
lyche-numerical-linear-algebra_FO26901991.000x_{1}, x_{2} \in Ilyche-numerical-linear-algebra_FO2690
lyche-numerical-linear-algebra_FO26911991.000x_{1}<x_{2}lyche-numerical-linear-algebra_FO2691
lyche-numerical-linear-algebra_FO26921991.000\lambda \in[0,1]lyche-numerical-linear-algebra_FO2692
lyche-numerical-linear-algebra_FO26931991.000\sum_{j=1}^{n} \lambda_{j} x_{j}lyche-numerical-linear-algebra_FO2693
lyche-numerical-linear-algebra_FO26941991.000x_{1}, \ldots, x_{n}lyche-numerical-linear-algebra_FO2694
lyche-numerical-linear-algebra_FO26951991.000\lambda_{j} \geq 0lyche-numerical-linear-algebra_FO2695
lyche-numerical-linear-algebra_FO26961991.000\sum_{j=1}^{n} \lambda_{j}=1lyche-numerical-linear-algebra_FO2696
lyche-numerical-linear-algebra_FO26972001.000f \in C^{2}[a, b]lyche-numerical-linear-algebra_FO2697
lyche-numerical-linear-algebra_FO26982001.000f^{\prime \prime}(x) \geqlyche-numerical-linear-algebra_FO2698
lyche-numerical-linear-algebra_FO26992001.000a \leq x_{1} \leq x \leq x_{2} \leq blyche-numerical-linear-algebra_FO2699
lyche-numerical-linear-algebra_FO27002001.000c \in\left[x_{1}, x_{2}\right]lyche-numerical-linear-algebra_FO2700
lyche-numerical-linear-algebra_FO27012001.000f(x) \leq(1-\lambda) f\left(x_{1}\right)+\lambda f\left(x_{2}\right)lyche-numerical-linear-algebra_FO2701
lyche-numerical-linear-algebra_FO27022000.999I \in \mathbb{R}lyche-numerical-linear-algebra_FO2702
lyche-numerical-linear-algebra_FO27032001.000z_{1}, \ldots, z_{n} \in Ilyche-numerical-linear-algebra_FO2703
lyche-numerical-linear-algebra_FO27042001.000n \geq 2lyche-numerical-linear-algebra_FO2704
lyche-numerical-linear-algebra_FO27052000.999\lambda_{j}, z_{j}lyche-numerical-linear-algebra_FO2705
lyche-numerical-linear-algebra_FO27062001.000\lambda_{i}<1lyche-numerical-linear-algebra_FO2706
lyche-numerical-linear-algebra_FO27072001.000\lambda_{1}<1lyche-numerical-linear-algebra_FO2707
lyche-numerical-linear-algebra_FO27082001.000u:=\sum_{j=2}^{n} \frac{\lambda_{j}}{1-\lambda_{1}} z_{j}lyche-numerical-linear-algebra_FO2708
lyche-numerical-linear-algebra_FO27092001.000\sum_{j=2}^{n} \lambda_{j}=1-\lambda_{1}lyche-numerical-linear-algebra_FO2709
lyche-numerical-linear-algebra_FO27102001.000f(u) \leq \sum_{j=2}^{n} \frac{\lambda_{j}}{1-\lambda_{1}} f\left(z_{j}\right)lyche-numerical-linear-algebra_FO2710
lyche-numerical-linear-algebra_FO27112011.000\sum_{j=1}^{n} \lambda_{j} a_{j}lyche-numerical-linear-algebra_FO2711
lyche-numerical-linear-algebra_FO27122011.000a_{1}, \ldots, a_{n}lyche-numerical-linear-algebra_FO2712
lyche-numerical-linear-algebra_FO27132011.0000^{0}:=0lyche-numerical-linear-algebra_FO2713
lyche-numerical-linear-algebra_FO27142011.000a_{j}lyche-numerical-linear-algebra_FO2714
lyche-numerical-linear-algebra_FO27152011.000a_{j}>0lyche-numerical-linear-algebra_FO2715
lyche-numerical-linear-algebra_FO27162011.000f:(0, \infty) \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO2716
lyche-numerical-linear-algebra_FO27172011.000f(x)=-\log xlyche-numerical-linear-algebra_FO2717
lyche-numerical-linear-algebra_FO27182011.000f^{\prime \prime}(x)=1 / x^{2}>0lyche-numerical-linear-algebra_FO2718
lyche-numerical-linear-algebra_FO27192011.000x \in(0, \infty)lyche-numerical-linear-algebra_FO2719
lyche-numerical-linear-algebra_FO27202011.000\log \left(a_{1}^{\lambda_{1}} \cdots a_{n}^{\lambda_{n}}\right) \leq \log \left(\sum_{j=1}^{n} \lambda_{j} a_{j}\right)lyche-numerical-linear-algebra_FO2720
lyche-numerical-linear-algebra_FO27212011.000\exp (\log x)lyche-numerical-linear-algebra_FO2721
lyche-numerical-linear-algebra_FO27222011.000=xlyche-numerical-linear-algebra_FO2722
lyche-numerical-linear-algebra_FO27232011.000x>0lyche-numerical-linear-algebra_FO2723
lyche-numerical-linear-algebra_FO27242011.000\lambda_{j}=\frac{1}{n}lyche-numerical-linear-algebra_FO2724
lyche-numerical-linear-algebra_FO27252011.000p=\inftylyche-numerical-linear-algebra_FO2725
lyche-numerical-linear-algebra_FO27262011.0001<p<lyche-numerical-linear-algebra_FO2726
lyche-numerical-linear-algebra_FO27272011.000a, b \geq 0lyche-numerical-linear-algebra_FO2727
lyche-numerical-linear-algebra_FO27282021.000(p-1) q=plyche-numerical-linear-algebra_FO2728
lyche-numerical-linear-algebra_FO27292021.000a= \pm 1lyche-numerical-linear-algebra_FO2729
lyche-numerical-linear-algebra_FO27302021.000\langle\boldsymbol{x}, \boldsymbol{x}\rangle=\|\boldsymbol{x}\|^{2}lyche-numerical-linear-algebra_FO2730
lyche-numerical-linear-algebra_FO27312021.000\boldsymbol{x}, \boldsymbol{y} \in \mathcal{V}lyche-numerical-linear-algebra_FO2731
lyche-numerical-linear-algebra_FO27322030.670\langle\boldsymbol{y}, \boldsymbol{z}\rangle=0lyche-numerical-linear-algebra_FO2732
lyche-numerical-linear-algebra_FO27332030.670\langle\boldsymbol{x}, \boldsymbol{z}\rangle=2\left\langle\frac{\boldsymbol{x}}{2}, \boldsymbol{z}\right\ranglelyche-numerical-linear-algebra_FO2733
lyche-numerical-linear-algebra_FO27342031.000\boldsymbol{x}, \boldsymbol{z} \in \mathcal{V}lyche-numerical-linear-algebra_FO2734
lyche-numerical-linear-algebra_FO27352031.0002\left\langle\frac{\boldsymbol{x}+\boldsymbol{y}}{2}, \boldsymbol{z}\right\rangle=\langle\boldsymbol{x}+\boldsymbol{y}, \boldsymbol{z}\ranglelyche-numerical-linear-algebra_FO2735
lyche-numerical-linear-algebra_FO27362031.000a=nlyche-numerical-linear-algebra_FO2736
lyche-numerical-linear-algebra_FO27372031.000a>0lyche-numerical-linear-algebra_FO2737
lyche-numerical-linear-algebra_FO27382031.000\left\{a_{n}\right\}lyche-numerical-linear-algebra_FO2738
lyche-numerical-linear-algebra_FO27392041.000a\langle\boldsymbol{x}, \boldsymbol{y}\rangle=\langle a \boldsymbol{x}, \boldsymbol{y}\ranglelyche-numerical-linear-algebra_FO2739
lyche-numerical-linear-algebra_FO27402040.651a<0lyche-numerical-linear-algebra_FO2740
lyche-numerical-linear-algebra_FO27412040.651(-a)>0lyche-numerical-linear-algebra_FO2741
lyche-numerical-linear-algebra_FO27422041.000\mathcal{V}=\mathbb{C}^{n}, 1 \leq p \leq \infty, n \geq 2lyche-numerical-linear-algebra_FO2742
lyche-numerical-linear-algebra_FO27432041.000\langle\boldsymbol{x}, \boldsymbol{x}\rangle=\|\boldsymbol{x}\|_{p}^{2}lyche-numerical-linear-algebra_FO2743
lyche-numerical-linear-algebra_FO27442041.000p \neq 2lyche-numerical-linear-algebra_FO2744
lyche-numerical-linear-algebra_FO27452041.000\boldsymbol{x}:=\boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO2745
lyche-numerical-linear-algebra_FO27462041.000\boldsymbol{y}:=\boldsymbol{e}_{2}lyche-numerical-linear-algebra_FO2746
lyche-numerical-linear-algebra_FO27472041.0000<\lambda_{n} \leq \cdots \leq \lambda_{1}lyche-numerical-linear-algebra_FO2747
lyche-numerical-linear-algebra_FO27482041.000\boldsymbol{b}_{1}, \ldots, \boldsymbol{b}_{n}lyche-numerical-linear-algebra_FO2748
lyche-numerical-linear-algebra_FO27492041.000\boldsymbol{B}_{k}:=\left[\boldsymbol{b}_{1}, \ldots, \boldsymbol{b}_{k}\right] \in \mathbb{R}^{n \times k}lyche-numerical-linear-algebra_FO2749
lyche-numerical-linear-algebra_FO27502040.973\langle\boldsymbol{x}, \boldsymbol{y}\rangle:=\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{y}lyche-numerical-linear-algebra_FO2750
lyche-numerical-linear-algebra_FO27512041.000\|\boldsymbol{x}\|_{\boldsymbol{A}}:=\langle\boldsymbol{x}, \boldsymbol{x}\rangle^{1 / 2}lyche-numerical-linear-algebra_FO2751
lyche-numerical-linear-algebra_FO27522041.000\tilde{\boldsymbol{b}}_{1}:=\boldsymbol{b}_{1}lyche-numerical-linear-algebra_FO2752
lyche-numerical-linear-algebra_FO27532041.000\boldsymbol{B}_{k}^{T} \boldsymbol{A} \boldsymbol{B}_{k}lyche-numerical-linear-algebra_FO2753
lyche-numerical-linear-algebra_FO27542040.999\left\langle\tilde{\boldsymbol{b}}_{k}, \boldsymbol{b}_{j}\right\rangle=0lyche-numerical-linear-algebra_FO2754
lyche-numerical-linear-algebra_FO27552040.999j=1, \ldots, k-1lyche-numerical-linear-algebra_FO2755
lyche-numerical-linear-algebra_FO27562041.000\tilde{\boldsymbol{b}}_{k}-\boldsymbol{b}_{k} \in \operatorname{span}\left(\boldsymbol{b}_{1}, \ldots, \boldsymbol{b}_{k-1}\right)lyche-numerical-linear-algebra_FO2756
lyche-numerical-linear-algebra_FO27572050.985\tilde{\boldsymbol{b}}_{1}, \ldots, \tilde{\boldsymbol{b}}_{n}lyche-numerical-linear-algebra_FO2757
lyche-numerical-linear-algebra_FO27582050.984\left\langle\tilde{\boldsymbol{b}}_{i}, \tilde{\boldsymbol{b}}_{j}\right\rangle=0lyche-numerical-linear-algebra_FO2758
lyche-numerical-linear-algebra_FO27592050.984i, j \leq n, i \neq jlyche-numerical-linear-algebra_FO2759
lyche-numerical-linear-algebra_FO27602051.000\tilde{\boldsymbol{B}}_{n}:=\left[\tilde{\boldsymbol{b}}_{1}, \ldots, \tilde{\boldsymbol{b}}_{n}\right]lyche-numerical-linear-algebra_FO2760
lyche-numerical-linear-algebra_FO27612051.000\boldsymbol{T} \inlyche-numerical-linear-algebra_FO2761
lyche-numerical-linear-algebra_FO27622051.000\boldsymbol{B}_{n}=\tilde{\boldsymbol{B}}_{n} \boldsymbol{T}lyche-numerical-linear-algebra_FO2762
lyche-numerical-linear-algebra_FO27632051.000\left|t_{i j}\right| \leq \frac{1}{2}lyche-numerical-linear-algebra_FO2763
lyche-numerical-linear-algebra_FO27642050.947\left\|\tilde{\boldsymbol{b}}_{k}\right\|_{\boldsymbol{A}}^{2} \leq 2\left\|\tilde{\boldsymbol{b}}_{k+1}\right\|_{\boldsymbol{A}}^{2}lyche-numerical-linear-algebra_FO2764
lyche-numerical-linear-algebra_FO27652050.947\operatorname{det}\left(\boldsymbol{B}_{n}\right)=1lyche-numerical-linear-algebra_FO2765
lyche-numerical-linear-algebra_FO27662050.948\left[\begin{array}{ll}1 & 1 \\ 1 & 1\end{array}\right]lyche-numerical-linear-algebra_FO2766
lyche-numerical-linear-algebra_FO27672051.000\sqrt{m n}lyche-numerical-linear-algebra_FO2767
lyche-numerical-linear-algebra_FO27682050.985\|\boldsymbol{A} \boldsymbol{x}\|_{\infty} \leqlyche-numerical-linear-algebra_FO2768
lyche-numerical-linear-algebra_FO27692051.000\|\boldsymbol{A}\|_{M}\|\boldsymbol{x}\|_{1}lyche-numerical-linear-algebra_FO2769
lyche-numerical-linear-algebra_FO27702051.000\|\boldsymbol{A}\|_{M}=\left|a_{k l}\right|lyche-numerical-linear-algebra_FO2770
lyche-numerical-linear-algebra_FO27712051.000\left\|\boldsymbol{A} \boldsymbol{e}_{l}\right\|_{\infty}=\|\boldsymbol{A}\|_{M}\left\|\boldsymbol{e}_{l}\right\|_{1}lyche-numerical-linear-algebra_FO2771
lyche-numerical-linear-algebra_FO27722051.000\|\boldsymbol{A}\|_{M}=\max _{\boldsymbol{x} \neq \mathbf{0}} \frac{\|\boldsymbol{A} \boldsymbol{x}\|_{\infty}}{\|\boldsymbol{x}\|_{1}}lyche-numerical-linear-algebra_FO2772
lyche-numerical-linear-algebra_FO27732050.480\left\|\tilde{\boldsymbol{b}}_{1}\right\|_{\boldsymbol{A}}^{2} \cdots\left\|\tilde{\boldsymbol{b}}_{n}\right\|_{\boldsymbol{A}}^{2}=\operatorname{det}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2773
lyche-numerical-linear-algebra_FO27742060.991\|\boldsymbol{A} \boldsymbol{x}\|_{2} \geq \sigma_{n}lyche-numerical-linear-algebra_FO2774
lyche-numerical-linear-algebra_FO27752061.000\|\boldsymbol{A}\|_{p}lyche-numerical-linear-algebra_FO2775
lyche-numerical-linear-algebra_FO27762061.000\left\|\boldsymbol{A}^{-1}\right\|_{p}lyche-numerical-linear-algebra_FO2776
lyche-numerical-linear-algebra_FO27772061.000\|\boldsymbol{V} \boldsymbol{A}\|_{2}=lyche-numerical-linear-algebra_FO2777
lyche-numerical-linear-algebra_FO27782061.000\boldsymbol{V}^{*} \boldsymbol{V}=\boldsymbol{I}lyche-numerical-linear-algebra_FO2778
lyche-numerical-linear-algebra_FO27792061.0008.12\left(\|\boldsymbol{A} \boldsymbol{U}\|_{2}\right.lyche-numerical-linear-algebra_FO2779
lyche-numerical-linear-algebra_FO27802061.000\left.\boldsymbol{A}\right)lyche-numerical-linear-algebra_FO2780
lyche-numerical-linear-algebra_FO27812061.000\boldsymbol{A} \in \mathbb{R}^{2 \times 2}lyche-numerical-linear-algebra_FO2781
lyche-numerical-linear-algebra_FO27822061.000\boldsymbol{U} \in \mathbb{R}^{2 \times 1}lyche-numerical-linear-algebra_FO2782
lyche-numerical-linear-algebra_FO27832061.000\|\boldsymbol{A} \boldsymbol{U}\|_{2}<\|\boldsymbol{A}\|_{2}lyche-numerical-linear-algebra_FO2783
lyche-numerical-linear-algebra_FO27842061.000\|\boldsymbol{A} \boldsymbol{U}\|_{2}=\|\boldsymbol{A}\|_{2}lyche-numerical-linear-algebra_FO2784
lyche-numerical-linear-algebra_FO27852060.999\|\boldsymbol{A}\|_{p}=\rho(\boldsymbol{A}):=lyche-numerical-linear-algebra_FO2785
lyche-numerical-linear-algebra_FO27862060.972\max \left|\lambda_{i}\right|lyche-numerical-linear-algebra_FO2786
lyche-numerical-linear-algebra_FO27872061.000\boldsymbol{a} \in \mathbb{C}^{m}lyche-numerical-linear-algebra_FO2787
lyche-numerical-linear-algebra_FO27882061.000\boldsymbol{A} \in \mathbb{C}^{m, 1}lyche-numerical-linear-algebra_FO2788
lyche-numerical-linear-algebra_FO27892061.000\|\boldsymbol{A}\|_{p}=\|\boldsymbol{a}\|_{p}lyche-numerical-linear-algebra_FO2789
lyche-numerical-linear-algebra_FO27902061.000|\boldsymbol{A}| \in \mathbb{R}^{m \times n}lyche-numerical-linear-algebra_FO2790
lyche-numerical-linear-algebra_FO27912061.000\left|a_{i j}\right|lyche-numerical-linear-algebra_FO2791
lyche-numerical-linear-algebra_FO27922060.999|\boldsymbol{A}|lyche-numerical-linear-algebra_FO2792
lyche-numerical-linear-algebra_FO27932060.999\boldsymbol{A}=\left[\begin{array}{cc}1+i & -2 \\ 1 & 1-i\end{array}\right], \quad i=\sqrt{-1}lyche-numerical-linear-algebra_FO2793
lyche-numerical-linear-algebra_FO27942061.000\boldsymbol{A} \in \mathbb{C}^{m \times n}\|\boldsymbol{A}\|_{F}=\||\boldsymbol{A}|\|_{F},\|\boldsymbol{A}\|_{p}=\||\boldsymbol{A}|\|_{p}lyche-numerical-linear-algebra_FO2794
lyche-numerical-linear-algebra_FO27952061.000p=1, \inftylyche-numerical-linear-algebra_FO2795
lyche-numerical-linear-algebra_FO27962061.000\boldsymbol{A} \in \mathbb{C}^{m \times n}\|\boldsymbol{A}\|_{2} \leq\||\boldsymbol{A}|\|_{2}lyche-numerical-linear-algebra_FO2796
lyche-numerical-linear-algebra_FO27972060.806\|\boldsymbol{A}\|_{2}<\||\boldsymbol{A}|\|_{2}lyche-numerical-linear-algebra_FO2797
lyche-numerical-linear-algebra_FO27982061.000\left\{\lambda_{1}, \lambda_{2}, \ldots, \lambda_{m}\right\}lyche-numerical-linear-algebra_FO2798
lyche-numerical-linear-algebra_FO27992061.000\boldsymbol{x}_{0} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO2799
lyche-numerical-linear-algebra_FO28002071.000\left\{\boldsymbol{x}_{k}\right\}_{k=0}^{m-1}lyche-numerical-linear-algebra_FO2800
lyche-numerical-linear-algebra_FO28012071.000c_{i k}lyche-numerical-linear-algebra_FO2801
lyche-numerical-linear-algebra_FO28022071.000\left\{\left(\sigma_{i}, \boldsymbol{u}_{i}\right)\right\}_{i=1}^{n}lyche-numerical-linear-algebra_FO2802
lyche-numerical-linear-algebra_FO28032071.000l \leq mlyche-numerical-linear-algebra_FO2803
lyche-numerical-linear-algebra_FO28042071.000\boldsymbol{x}_{l}=\boldsymbol{x}_{l+1}=\cdots=\boldsymbol{x}_{m}=\boldsymbol{x}lyche-numerical-linear-algebra_FO2804
lyche-numerical-linear-algebra_FO28052071.000\boldsymbol{T}=\operatorname{tridiag}(c, d, c)lyche-numerical-linear-algebra_FO2805
lyche-numerical-linear-algebra_FO28062071.000d>2 clyche-numerical-linear-algebra_FO2806
lyche-numerical-linear-algebra_FO28072071.000\boldsymbol{T} \boldsymbol{x}=\boldsymbol{b}lyche-numerical-linear-algebra_FO2807
lyche-numerical-linear-algebra_FO28082071.000b_{i j}=0lyche-numerical-linear-algebra_FO2808
lyche-numerical-linear-algebra_FO28092071.000|i-j| \leq 1lyche-numerical-linear-algebra_FO2809
lyche-numerical-linear-algebra_FO28102071.000\boldsymbol{A}=\boldsymbol{T}+\boldsymbol{B}lyche-numerical-linear-algebra_FO2810
lyche-numerical-linear-algebra_FO28112070.991\rho(\boldsymbol{E}):=\max _{i}\left|\lambda_{i}\right|lyche-numerical-linear-algebra_FO2811
lyche-numerical-linear-algebra_FO28122071.000\rho\left(\boldsymbol{T}^{-1} \boldsymbol{B}\right) \leq \rho\left(\boldsymbol{T}^{-1}\right) \rho(\boldsymbol{B})lyche-numerical-linear-algebra_FO2812
lyche-numerical-linear-algebra_FO28132081.000\delta:=\|\boldsymbol{x}-\boldsymbol{y}\|_{2} /\|\boldsymbol{x}\|_{2}lyche-numerical-linear-algebra_FO2813
lyche-numerical-linear-algebra_FO28142081.000K_{2}(\boldsymbol{A})=\|\boldsymbol{A}\|_{2}\left\|\boldsymbol{A}^{-1}\right\|_{2}lyche-numerical-linear-algebra_FO2814
lyche-numerical-linear-algebra_FO28152081.000\deltalyche-numerical-linear-algebra_FO2815
lyche-numerical-linear-algebra_FO28162081.000b_{2}=2.0lyche-numerical-linear-algebra_FO2816
lyche-numerical-linear-algebra_FO28172081.000\|\boldsymbol{e}\|_{2}=0.1lyche-numerical-linear-algebra_FO2817
lyche-numerical-linear-algebra_FO28182081.000b_{1}lyche-numerical-linear-algebra_FO2818
lyche-numerical-linear-algebra_FO28192081.000\boldsymbol{y}_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO2819
lyche-numerical-linear-algebra_FO28202081.000\boldsymbol{y}_{\boldsymbol{A}^{-1}}lyche-numerical-linear-algebra_FO2820
lyche-numerical-linear-algebra_FO28212081.000\left\|\boldsymbol{y}_{\boldsymbol{A}}\right\|=\left\|\boldsymbol{y}_{\boldsymbol{A}^{-1}}\right\|=1lyche-numerical-linear-algebra_FO2821
lyche-numerical-linear-algebra_FO28222080.968\|\boldsymbol{A}\|=\left\|\boldsymbol{A} \boldsymbol{y}_{\boldsymbol{A}}\right\|lyche-numerical-linear-algebra_FO2822
lyche-numerical-linear-algebra_FO28232080.968\left\|\boldsymbol{A}^{-1}\right\|=\left\|\boldsymbol{A}^{-1} \boldsymbol{y}_{\boldsymbol{A}^{-1}}\right\|lyche-numerical-linear-algebra_FO2823
lyche-numerical-linear-algebra_FO28242081.000\boldsymbol{b}=\boldsymbol{A} \boldsymbol{y}_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO2824
lyche-numerical-linear-algebra_FO28252081.000\boldsymbol{e}=\boldsymbol{y}_{\boldsymbol{A}^{-1}}lyche-numerical-linear-algebra_FO2825
lyche-numerical-linear-algebra_FO28262080.980\boldsymbol{b}=\boldsymbol{y}_{\boldsymbol{A}^{-1}}lyche-numerical-linear-algebra_FO2826
lyche-numerical-linear-algebra_FO28272080.980\boldsymbol{e}=\boldsymbol{A} \boldsymbol{y}_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO2827
lyche-numerical-linear-algebra_FO28282081.000m \geq 1lyche-numerical-linear-algebra_FO2828
lyche-numerical-linear-algebra_FO28292081.000\boldsymbol{T}:=\operatorname{tridiag}(-1,2,-1) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO2829
lyche-numerical-linear-algebra_FO28302081.000\operatorname{cond}_{p}(\boldsymbol{T}):=\|\boldsymbol{T}\|_{p}\left\|\boldsymbol{T}^{-1}\right\|_{p}lyche-numerical-linear-algebra_FO2830
lyche-numerical-linear-algebra_FO28312081.000m \geq 3lyche-numerical-linear-algebra_FO2831
lyche-numerical-linear-algebra_FO28322081.000\operatorname{cond}_{1}(\boldsymbol{T})=\operatorname{cond}_{\infty}(\boldsymbol{T})=3lyche-numerical-linear-algebra_FO2832
lyche-numerical-linear-algebra_FO28332081.000m=2lyche-numerical-linear-algebra_FO2833
lyche-numerical-linear-algebra_FO28342091.000\tan x>xlyche-numerical-linear-algebra_FO2834
lyche-numerical-linear-algebra_FO28352091.0000<x<\pi / 2lyche-numerical-linear-algebra_FO2835
lyche-numerical-linear-algebra_FO28362091.000\cot ^{2} x>\frac{1}{x^{2}}-\frac{2}{3}lyche-numerical-linear-algebra_FO2836
lyche-numerical-linear-algebra_FO28372091.000\boldsymbol{I}-\boldsymbol{E}lyche-numerical-linear-algebra_FO2837
lyche-numerical-linear-algebra_FO28382091.000\|\boldsymbol{E}\|<1lyche-numerical-linear-algebra_FO2838
lyche-numerical-linear-algebra_FO28392091.000(\boldsymbol{I}-\boldsymbol{E})^{-1}lyche-numerical-linear-algebra_FO2839
lyche-numerical-linear-algebra_FO28402091.000\boldsymbol{x}=\left[x_{0}, \ldots, x_{n}\right]^{T} \in \mathbb{R}^{n+1}lyche-numerical-linear-algebra_FO2840
lyche-numerical-linear-algebra_FO28412100.999\boldsymbol{y}:=\left[y_{0}, \ldots, y_{n}\right]^{T} \in \mathbb{R}^{n+1}lyche-numerical-linear-algebra_FO2841
lyche-numerical-linear-algebra_FO28422100.999y_{0}=y_{n}lyche-numerical-linear-algebra_FO2842
lyche-numerical-linear-algebra_FO28432100.902\left(x_{i-1}, x_{i}\right)lyche-numerical-linear-algebra_FO2843
lyche-numerical-linear-algebra_FO28442101.000C^{2}[a, b]lyche-numerical-linear-algebra_FO2844
lyche-numerical-linear-algebra_FO28452100.664s_{i}:=g^{\prime}\left(x_{i}\right), i=0, \ldots, nlyche-numerical-linear-algebra_FO2845
lyche-numerical-linear-algebra_FO28462101.000\left[s_{1}, \ldots, s_{n}\right]^{T}lyche-numerical-linear-algebra_FO2846
lyche-numerical-linear-algebra_FO28472111.000\left\|\boldsymbol{A}^{-1}\right\|_{\infty} \leq 1lyche-numerical-linear-algebra_FO2847
lyche-numerical-linear-algebra_FO28482111.000\left\|\boldsymbol{A}^{-1}\right\|_{1} \leq \frac{3}{2}lyche-numerical-linear-algebra_FO2848
lyche-numerical-linear-algebra_FO28492111.000\boldsymbol{e} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO2849
lyche-numerical-linear-algebra_FO28502111.000\|\boldsymbol{e}\|_{p} /\|\boldsymbol{b}\|_{p} \leq 0.01lyche-numerical-linear-algebra_FO2850
lyche-numerical-linear-algebra_FO28512111.000\hat{\boldsymbol{s}}lyche-numerical-linear-algebra_FO2851
lyche-numerical-linear-algebra_FO28522111.000\boldsymbol{A} \in \mathbb{R}^{m \times n}, \boldsymbol{b} \in \mathbb{R}^{m}lyche-numerical-linear-algebra_FO2852
lyche-numerical-linear-algebra_FO28532111.000\boldsymbol{U} \in \mathbb{R}^{m \times n}lyche-numerical-linear-algebra_FO2853
lyche-numerical-linear-algebra_FO28542111.000\boldsymbol{\Sigma}, \boldsymbol{V} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO2854
lyche-numerical-linear-algebra_FO28552110.932[\mathrm{x}, \mathrm{K}]=l \mathrm{sq}(\mathrm{A}, \mathrm{b})lyche-numerical-linear-algebra_FO2855
lyche-numerical-linear-algebra_FO28562111.000\boldsymbol{x}=\boldsymbol{V} \boldsymbol{\Sigma}^{-1} \boldsymbol{U}^{T} \boldsymbol{b}lyche-numerical-linear-algebra_FO2856
lyche-numerical-linear-algebra_FO28572111.000\boldsymbol{A} \boldsymbol{x}=lyche-numerical-linear-algebra_FO2857
lyche-numerical-linear-algebra_FO28582110.909[\mathrm{U}, \mathrm{Sigma}, \mathrm{V}]=\operatorname{svd}(\mathrm{A}, 0)lyche-numerical-linear-algebra_FO2858
lyche-numerical-linear-algebra_FO28592110.998\|\cdot\| plyche-numerical-linear-algebra_FO2859
lyche-numerical-linear-algebra_FO28602111.000p=1, p=\inftylyche-numerical-linear-algebra_FO2860
lyche-numerical-linear-algebra_FO28612110.992\langle\boldsymbol{x}, \boldsymbol{y}\rangle=s(\boldsymbol{x}, \boldsymbol{y})+i s(\boldsymbol{x}, i \boldsymbol{y})lyche-numerical-linear-algebra_FO2861
lyche-numerical-linear-algebra_FO28622110.992s(\boldsymbol{x}, \boldsymbol{y}):=\frac{1}{4}\left(\|\boldsymbol{x}+\boldsymbol{y}\|^{2}-\|\boldsymbol{x}-\boldsymbol{y}\|^{2}\right)lyche-numerical-linear-algebra_FO2862
lyche-numerical-linear-algebra_FO28632121.000S_{p}lyche-numerical-linear-algebra_FO2863
lyche-numerical-linear-algebra_FO28642121.000\|\boldsymbol{x}\|_{\infty} \leq\|\boldsymbol{x}\|_{p} \leq n^{1 / p}\|\boldsymbol{x}\|_{\infty}lyche-numerical-linear-algebra_FO2864
lyche-numerical-linear-algebra_FO28652121.000\boldsymbol{x}_{l}lyche-numerical-linear-algebra_FO2865
lyche-numerical-linear-algebra_FO28662121.000\left\|\boldsymbol{x}_{l}\right\|_{\infty}=\left\|\boldsymbol{x}_{l}\right\|_{p}lyche-numerical-linear-algebra_FO2866
lyche-numerical-linear-algebra_FO28672121.000\boldsymbol{x}_{u}lyche-numerical-linear-algebra_FO2867
lyche-numerical-linear-algebra_FO28682121.000\left\|\boldsymbol{x}_{u}\right\|_{p}=n^{1 / p}\left\|\boldsymbol{x}_{u}\right\|_{\infty}lyche-numerical-linear-algebra_FO2868
lyche-numerical-linear-algebra_FO28692121.0001 \leq q \leq p \leq \inftylyche-numerical-linear-algebra_FO2869
lyche-numerical-linear-algebra_FO28702121.000f(z)=z^{p / q}lyche-numerical-linear-algebra_FO2870
lyche-numerical-linear-algebra_FO28712121.000z_{i}=\left|x_{i}\right|^{q}lyche-numerical-linear-algebra_FO2871
lyche-numerical-linear-algebra_FO28722121.000y_{i}=x_{i} /\|\boldsymbol{x}\|_{\infty}lyche-numerical-linear-algebra_FO2872
lyche-numerical-linear-algebra_FO28732120.551\| \boldsymbol{A} \boldsymbol{x}\|\leq\| \boldsymbol{A}\left\|_{F}\right\| \boldsymbol{x} \|lyche-numerical-linear-algebra_FO2873
lyche-numerical-linear-algebra_FO28742120.980\mathbb{C}^{n \times n}, \boldsymbol{x} \in \mathbb{C}^{n}, m, n \in \mathbb{N}lyche-numerical-linear-algebra_FO2874
lyche-numerical-linear-algebra_FO28752121.000\|\boldsymbol{A}\|_{2} \leq\|\boldsymbol{A}\|_{F}lyche-numerical-linear-algebra_FO2875
lyche-numerical-linear-algebra_FO28762131.000\boldsymbol{b} \notin \mathcal{R}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2876
lyche-numerical-linear-algebra_FO28772130.999\|\boldsymbol{A} \boldsymbol{x}-\boldsymbol{b}\|lyche-numerical-linear-algebra_FO2877
lyche-numerical-linear-algebra_FO28782131.000\boldsymbol{b} \in \mathbb{C}^{m}lyche-numerical-linear-algebra_FO2878
lyche-numerical-linear-algebra_FO28792131.000E: \mathbb{C}^{n} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO2879
lyche-numerical-linear-algebra_FO28802131.000E(\boldsymbol{x})lyche-numerical-linear-algebra_FO2880
lyche-numerical-linear-algebra_FO28812131.000\sqrt{E(\boldsymbol{x})}lyche-numerical-linear-algebra_FO2881
lyche-numerical-linear-algebra_FO28822141.0006 x_{1}-8=0lyche-numerical-linear-algebra_FO2882
lyche-numerical-linear-algebra_FO28832141.000x_{1}=4 / 3lyche-numerical-linear-algebra_FO2883
lyche-numerical-linear-algebra_FO28842141.000b_{1}, b_{2}, b_{3}lyche-numerical-linear-algebra_FO2884
lyche-numerical-linear-algebra_FO28852141.000\boldsymbol{A}^{*} \boldsymbol{A} \boldsymbol{x}=\boldsymbol{A}^{*} \boldsymbol{b}lyche-numerical-linear-algebra_FO2885
lyche-numerical-linear-algebra_FO28862141.000p(t)=x_{1}+x_{2} tlyche-numerical-linear-algebra_FO2886
lyche-numerical-linear-algebra_FO28872141.000\left(t_{k}, y_{k}\right) \in \mathbb{R}^{2}, k=1, \ldots, mlyche-numerical-linear-algebra_FO2887
lyche-numerical-linear-algebra_FO28882141.000m>2lyche-numerical-linear-algebra_FO2888
lyche-numerical-linear-algebra_FO28892141.000\left\{t_{1}, \ldots, t_{m}\right\}lyche-numerical-linear-algebra_FO2889
lyche-numerical-linear-algebra_FO28902141.000t_{i} \neq t_{j}lyche-numerical-linear-algebra_FO2890
lyche-numerical-linear-algebra_FO28912151.000t_{1}=\cdots=t_{m}lyche-numerical-linear-algebra_FO2891
lyche-numerical-linear-algebra_FO28922150.970t_{1} \neq t_{2}lyche-numerical-linear-algebra_FO2892
lyche-numerical-linear-algebra_FO28932151.000p\left(t_{k}\right)=y_{k}, k=1,2lyche-numerical-linear-algebra_FO2893
lyche-numerical-linear-algebra_FO28942151.000\left[\begin{array}{cc}4 & 10 \\ 10 & 30\end{array}\right]\left[\begin{array}{l}x_{1} \\ x_{2}\end{array}\right]=\left[\begin{array}{c}6 \\ 10.1\end{array}\right]lyche-numerical-linear-algebra_FO2894
lyche-numerical-linear-algebra_FO28952151.000p(t)=x_{1}+x_{2} t=3.95-0.98 tlyche-numerical-linear-algebra_FO2895
lyche-numerical-linear-algebra_FO28962151.000y \in \mathbb{R}lyche-numerical-linear-algebra_FO2896
lyche-numerical-linear-algebra_FO28972160.994\min \|\boldsymbol{A} \boldsymbol{x}-\boldsymbol{b}\|_{2}^{2}lyche-numerical-linear-algebra_FO2897
lyche-numerical-linear-algebra_FO28982161.0001 \leq n \leq mlyche-numerical-linear-algebra_FO2898
lyche-numerical-linear-algebra_FO28992161.000\mathcal{S}:=\left\{t_{1}, t_{2}, \ldots, t_{m}\right\} \subset[a, b]lyche-numerical-linear-algebra_FO2899
lyche-numerical-linear-algebra_FO29002161.000\boldsymbol{y}=\left[y_{1}, y_{2}, \ldots, y_{m}\right]^{*} \in \mathbb{R}^{m}lyche-numerical-linear-algebra_FO2900
lyche-numerical-linear-algebra_FO29012161.000\phi_{j}:[a, b] \rightarrow \mathbb{R}, j=1, \ldots, nlyche-numerical-linear-algebra_FO2901
lyche-numerical-linear-algebra_FO29022160.999p:[a, b] \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO2902
lyche-numerical-linear-algebra_FO29032160.999p:=\sum_{j=1}^{n} x_{j} \phi_{j}lyche-numerical-linear-algebra_FO2903
lyche-numerical-linear-algebra_FO29042161.000p\left(t_{k}\right) \approx y_{k}lyche-numerical-linear-algebra_FO2904
lyche-numerical-linear-algebra_FO29052171.000\phi_{j}lyche-numerical-linear-algebra_FO2905
lyche-numerical-linear-algebra_FO29062171.000w_{k}>0lyche-numerical-linear-algebra_FO2906
lyche-numerical-linear-algebra_FO29072171.000y_{k}lyche-numerical-linear-algebra_FO2907
lyche-numerical-linear-algebra_FO29082171.000w_{k}lyche-numerical-linear-algebra_FO2908
lyche-numerical-linear-algebra_FO29092171.000p\left(t_{k}\right)-y_{k}lyche-numerical-linear-algebra_FO2909
lyche-numerical-linear-algebra_FO29102171.000\delta y_{k}lyche-numerical-linear-algebra_FO2910
lyche-numerical-linear-algebra_FO29112171.000w_{k}=1 /\left(\delta y_{k}\right)^{2}, k=1,2, \ldots, mlyche-numerical-linear-algebra_FO2911
lyche-numerical-linear-algebra_FO29122171.000w_{k}=1lyche-numerical-linear-algebra_FO2912
lyche-numerical-linear-algebra_FO29132171.0004.2 \boldsymbol{A}^{*} \boldsymbol{A}lyche-numerical-linear-algebra_FO2913
lyche-numerical-linear-algebra_FO29142170.989(\boldsymbol{A} \boldsymbol{x})_{k}=\sum_{j=1}^{n} x_{j} \phi_{j}\left(t_{k}\right), k=1, \ldots, mlyche-numerical-linear-algebra_FO2914
lyche-numerical-linear-algebra_FO29152171.000\phi_{j}(t):=t^{j-1}lyche-numerical-linear-algebra_FO2915
lyche-numerical-linear-algebra_FO29162171.000t_{k}=(k-1) /(m-1)lyche-numerical-linear-algebra_FO2916
lyche-numerical-linear-algebra_FO29172171.000\boldsymbol{B}_{n} \boldsymbol{x}=\boldsymbol{c}_{n}lyche-numerical-linear-algebra_FO2917
lyche-numerical-linear-algebra_FO29182171.000\boldsymbol{B}_{n}lyche-numerical-linear-algebra_FO2918
lyche-numerical-linear-algebra_FO29192171.000tlyche-numerical-linear-algebra_FO2919
lyche-numerical-linear-algebra_FO29202171.000\frac{1}{m} \boldsymbol{B}_{n} \approx \boldsymbol{H}_{n}lyche-numerical-linear-algebra_FO2920
lyche-numerical-linear-algebra_FO29212171.000\boldsymbol{H}_{n} \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO2921
lyche-numerical-linear-algebra_FO29222171.0001 /(i+j-1)lyche-numerical-linear-algebra_FO2922
lyche-numerical-linear-algebra_FO29232181.000\frac{1}{m} \boldsymbol{B}_{n}lyche-numerical-linear-algebra_FO2923
lyche-numerical-linear-algebra_FO29242181.000\boldsymbol{H}_{n}lyche-numerical-linear-algebra_FO2924
lyche-numerical-linear-algebra_FO29252181.000\boldsymbol{B}_{n}=\left[b_{i, j}\right]_{i, j=1}^{n}lyche-numerical-linear-algebra_FO2925
lyche-numerical-linear-algebra_FO29262181.000\boldsymbol{H}_{n}^{-1}lyche-numerical-linear-algebra_FO2926
lyche-numerical-linear-algebra_FO29272181.000K_{1}\left(\boldsymbol{H}_{6}\right):=lyche-numerical-linear-algebra_FO2927
lyche-numerical-linear-algebra_FO29282180.998\left\|\boldsymbol{H}_{6}\right\|_{1}\left\|\boldsymbol{H}_{6}^{-1}\right\|_{1} \approx 3 \cdot 10^{7}lyche-numerical-linear-algebra_FO2928
lyche-numerical-linear-algebra_FO29292181.000(t-\tilde{t})^{j-1}, j=1, \ldots, nlyche-numerical-linear-algebra_FO2929
lyche-numerical-linear-algebra_FO29302181.000\tilde{t}lyche-numerical-linear-algebra_FO2930
lyche-numerical-linear-algebra_FO29312181.000\langle\boldsymbol{x}, \boldsymbol{y}\rangle=\boldsymbol{y}^{*} \boldsymbol{x}lyche-numerical-linear-algebra_FO2931
lyche-numerical-linear-algebra_FO29322181.000\mathcal{S}:=\mathcal{R}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2932
lyche-numerical-linear-algebra_FO29332181.000\mathcal{T}:=\mathcal{N}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2933
lyche-numerical-linear-algebra_FO29342181.000\boldsymbol{b}=\boldsymbol{b}_{1}+\boldsymbol{b}_{2}lyche-numerical-linear-algebra_FO2934
lyche-numerical-linear-algebra_FO29352181.000\boldsymbol{b}_{1}lyche-numerical-linear-algebra_FO2935
lyche-numerical-linear-algebra_FO29362181.000\boldsymbol{b}_{2}lyche-numerical-linear-algebra_FO2936
lyche-numerical-linear-algebra_FO29372181.000\boldsymbol{A} \boldsymbol{x}-\boldsymbol{b}_{1} \in \mathcal{R}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2937
lyche-numerical-linear-algebra_FO29382181.000\boldsymbol{b}_{2} \in \mathcal{N}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2938
lyche-numerical-linear-algebra_FO29392181.000\left\langle\boldsymbol{A} \boldsymbol{x}-\boldsymbol{b}_{1}, \boldsymbol{b}_{2}\right\rangle=0lyche-numerical-linear-algebra_FO2939
lyche-numerical-linear-algebra_FO29402191.000\boldsymbol{A} \boldsymbol{x}=\boldsymbol{b}_{1}lyche-numerical-linear-algebra_FO2940
lyche-numerical-linear-algebra_FO29412191.000\boldsymbol{b}_{1} \in \mathcal{R}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2941
lyche-numerical-linear-algebra_FO29422191.000\boldsymbol{A} \boldsymbol{x}-\boldsymbol{b}_{1}=\mathbf{0}lyche-numerical-linear-algebra_FO2942
lyche-numerical-linear-algebra_FO29432190.699\boldsymbol{A}^{*}(\boldsymbol{A x}-\boldsymbol{b})=\boldsymbol{A}^{*}\left(\boldsymbol{A x}-\boldsymbol{b}_{1}\right)=\mathbf{0}lyche-numerical-linear-algebra_FO2943
lyche-numerical-linear-algebra_FO29442191.000\boldsymbol{A}^{*} \boldsymbol{b}_{2}=\mathbf{0}lyche-numerical-linear-algebra_FO2944
lyche-numerical-linear-algebra_FO29452190.995\boldsymbol{A}^{*}\left(\boldsymbol{A} \boldsymbol{x}-\boldsymbol{b}_{1}\right)=\mathbf{0}lyche-numerical-linear-algebra_FO2945
lyche-numerical-linear-algebra_FO29462190.995\boldsymbol{A} \boldsymbol{x}-\boldsymbol{b}_{1} \in \mathcal{R}(\boldsymbol{A}) \cap \mathcal{N}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2946
lyche-numerical-linear-algebra_FO29472191.000m \geq n, \boldsymbol{A} \in \mathbb{C}^{m \times n}, \boldsymbol{b} \in \mathbb{C}^{m}lyche-numerical-linear-algebra_FO2947
lyche-numerical-linear-algebra_FO29482191.000\boldsymbol{B}:=\boldsymbol{A}^{*} \boldsymbol{A}lyche-numerical-linear-algebra_FO2948
lyche-numerical-linear-algebra_FO29492190.998\left(\boldsymbol{A}^{*} \boldsymbol{A}\right)_{i, j}=\sum_{k=1}^{m} \bar{a}_{k, i} a_{k, j}, i, j=1, \ldots, nlyche-numerical-linear-algebra_FO2949
lyche-numerical-linear-algebra_FO29502191.000\boldsymbol{A}^{*} \boldsymbol{A}=\sum_{k=1}^{m}\left[\begin{array}{c}\bar{a}_{k, 1} \\ \vdots \\ \bar{a}_{k, n}\end{array}\right]\left[a_{k 1} \cdots a_{k n}\right], \boldsymbol{A}^{*} \boldsymbol{b}=\sum_{k=1}^{m}\left[\begin{array}{c}\bar{a}_{k, 1} \\ \vdots \\ \bar{a}_{k, n}\end{array}\right] b_{k}lyche-numerical-linear-algebra_FO2950
lyche-numerical-linear-algebra_FO29512191.000n(n+1) / 2lyche-numerical-linear-algebra_FO2951
lyche-numerical-linear-algebra_FO29522191.000m n^{2}lyche-numerical-linear-algebra_FO2952
lyche-numerical-linear-algebra_FO29532201.000\boldsymbol{B}, 2 m nlyche-numerical-linear-algebra_FO2953
lyche-numerical-linear-algebra_FO29542201.000\boldsymbol{c}:=\boldsymbol{A}^{*} \boldsymbol{b}, n^{3} / 3lyche-numerical-linear-algebra_FO2954
lyche-numerical-linear-algebra_FO29552201.000\boldsymbol{B}=\boldsymbol{L} \boldsymbol{L}^{*}, n^{2}lyche-numerical-linear-algebra_FO2955
lyche-numerical-linear-algebra_FO29562201.000\boldsymbol{L} \boldsymbol{y}=\boldsymbol{c}lyche-numerical-linear-algebra_FO2956
lyche-numerical-linear-algebra_FO29572201.000\boldsymbol{L}^{*} \boldsymbol{x}=\boldsymbol{y}lyche-numerical-linear-algebra_FO2957
lyche-numerical-linear-algebra_FO29582201.000m \approx nlyche-numerical-linear-algebra_FO2958
lyche-numerical-linear-algebra_FO29592201.000\frac{4}{3} n^{3}=lyche-numerical-linear-algebra_FO2959
lyche-numerical-linear-algebra_FO29602201.000\lambda_{1} \geq \cdots \geq \lambda_{n}>0lyche-numerical-linear-algebra_FO2960
lyche-numerical-linear-algebra_FO29612201.000\sigma_{1} \geq \cdots \geq \sigma_{n}>0lyche-numerical-linear-algebra_FO2961
lyche-numerical-linear-algebra_FO29622201.000K_{2}(\boldsymbol{A})=\frac{\sigma_{1}}{\sigma_{n}}lyche-numerical-linear-algebra_FO2962
lyche-numerical-linear-algebra_FO29632200.999K_{2}\left(\boldsymbol{A}^{*} \boldsymbol{A}\right)=\frac{\lambda_{1}}{\lambda_{n}}lyche-numerical-linear-algebra_FO2963
lyche-numerical-linear-algebra_FO29642200.999\lambda_{i}=\sigma_{i}^{2}lyche-numerical-linear-algebra_FO2964
lyche-numerical-linear-algebra_FO29652201.000\boldsymbol{R}_{1}^{*}lyche-numerical-linear-algebra_FO2965
lyche-numerical-linear-algebra_FO29662201.000\boldsymbol{c}_{1}lyche-numerical-linear-algebra_FO2966
lyche-numerical-linear-algebra_FO29672200.997\boldsymbol{R}=\boldsymbol{Q}^{*} \boldsymbol{A}lyche-numerical-linear-algebra_FO2967
lyche-numerical-linear-algebra_FO29682200.997\boldsymbol{c}=\boldsymbol{Q}^{*} \boldsymbol{b}lyche-numerical-linear-algebra_FO2968
lyche-numerical-linear-algebra_FO29692201.000\boldsymbol{c}lyche-numerical-linear-algebra_FO2969
lyche-numerical-linear-algebra_FO29702200.769[\mathrm{R}, \mathrm{c}]=lyche-numerical-linear-algebra_FO2970
lyche-numerical-linear-algebra_FO29712210.958\boldsymbol{x}=[1,0,0]^{*}lyche-numerical-linear-algebra_FO2971
lyche-numerical-linear-algebra_FO29722211.000\boldsymbol{R}_{1} \boldsymbol{x}=\boldsymbol{c}_{1}lyche-numerical-linear-algebra_FO2972
lyche-numerical-linear-algebra_FO29732211.000K_{2}\left(\boldsymbol{R}_{1}\right)=K_{2}\left(\boldsymbol{Q}_{1} \boldsymbol{R}_{1}\right)=K_{2}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2973
lyche-numerical-linear-algebra_FO29742211.000K_{2}\left(\boldsymbol{A}^{*} \boldsymbol{A}\right)lyche-numerical-linear-algebra_FO2974
lyche-numerical-linear-algebra_FO29752211.0002 m n^{2}-lyche-numerical-linear-algebra_FO2975
lyche-numerical-linear-algebra_FO29762211.000\mathrm{x}=\mathrm{A} \backslash \mathrm{b}lyche-numerical-linear-algebra_FO2976
lyche-numerical-linear-algebra_FO29772210.996\mathrm{x}=\operatorname{lscov}(\mathrm{A}, \mathrm{b})lyche-numerical-linear-algebra_FO2977
lyche-numerical-linear-algebra_FO29782221.000\boldsymbol{U}_{2}lyche-numerical-linear-algebra_FO2978
lyche-numerical-linear-algebra_FO29792221.000\boldsymbol{V}_{2}lyche-numerical-linear-algebra_FO2979
lyche-numerical-linear-algebra_FO29802221.000\boldsymbol{A}^{\dagger} \in \mathbb{C}^{n \times m}lyche-numerical-linear-algebra_FO2980
lyche-numerical-linear-algebra_FO29812221.000\boldsymbol{U}_{1} \boldsymbol{\Sigma}_{1} \boldsymbol{V}_{1}^{*}lyche-numerical-linear-algebra_FO2981
lyche-numerical-linear-algebra_FO29822221.000\left(\boldsymbol{A}^{\dagger} \boldsymbol{A}\right)^{*}=\boldsymbol{V}_{1} \boldsymbol{V}_{1}^{*}lyche-numerical-linear-algebra_FO2982
lyche-numerical-linear-algebra_FO29832221.000\left(\boldsymbol{A} \boldsymbol{A}^{\dagger}\right)^{*}=\boldsymbol{U}_{1} \boldsymbol{U}_{1}^{*}lyche-numerical-linear-algebra_FO2983
lyche-numerical-linear-algebra_FO29842221.000\boldsymbol{A}^{\dagger} \boldsymbol{A}lyche-numerical-linear-algebra_FO2984
lyche-numerical-linear-algebra_FO29852221.000\boldsymbol{A} \boldsymbol{A}^{\dagger}lyche-numerical-linear-algebra_FO2985
lyche-numerical-linear-algebra_FO29862231.000\boldsymbol{A}^{\dagger}lyche-numerical-linear-algebra_FO2986
lyche-numerical-linear-algebra_FO29872230.999\boldsymbol{A}^{-1}=\boldsymbol{A}^{\dagger}lyche-numerical-linear-algebra_FO2987
lyche-numerical-linear-algebra_FO29882231.000\boldsymbol{A}^{-1} \boldsymbol{A}lyche-numerical-linear-algebra_FO2988
lyche-numerical-linear-algebra_FO29892231.000\boldsymbol{A} \boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO2989
lyche-numerical-linear-algebra_FO29902231.000\boldsymbol{A} \boldsymbol{A}^{-1} \boldsymbol{A}=\boldsymbol{A}, \boldsymbol{A}^{-1} \boldsymbol{A} \boldsymbol{A}^{-1}=\boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO2990
lyche-numerical-linear-algebra_FO29912231.000\mathcal{R}(\boldsymbol{A}), \mathcal{N}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2991
lyche-numerical-linear-algebra_FO29922231.000\boldsymbol{v} \in \mathbb{C}^{m}lyche-numerical-linear-algebra_FO2992
lyche-numerical-linear-algebra_FO29932231.000\boldsymbol{P}_{\mathcal{S}}lyche-numerical-linear-algebra_FO2993
lyche-numerical-linear-algebra_FO29942231.000\boldsymbol{P}_{\mathcal{S}} \boldsymbol{v}lyche-numerical-linear-algebra_FO2994
lyche-numerical-linear-algebra_FO29952230.998\boldsymbol{A}=\boldsymbol{U} \boldsymbol{\Sigma} \boldsymbol{V}^{*} \in \mathbb{C}^{m \times n}lyche-numerical-linear-algebra_FO2995
lyche-numerical-linear-algebra_FO29962231.000\boldsymbol{s}=\boldsymbol{U}_{1} \boldsymbol{U}_{1}^{*} \boldsymbol{v} \in \mathcal{R}(\boldsymbol{A})lyche-numerical-linear-algebra_FO2996
lyche-numerical-linear-algebra_FO29972231.000\boldsymbol{t}=\boldsymbol{U}_{2} \boldsymbol{U}_{2}^{*} \boldsymbol{v} \in \mathcal{N}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO2997
lyche-numerical-linear-algebra_FO29982231.000\boldsymbol{v}=\left(\boldsymbol{U}_{1} \boldsymbol{U}_{1}^{*}+\boldsymbol{U}_{2} \boldsymbol{U}_{2}^{*}\right) \boldsymbol{v}lyche-numerical-linear-algebra_FO2998
lyche-numerical-linear-algebra_FO29992230.999\boldsymbol{U}_{1} \boldsymbol{U}_{1}^{*}+\boldsymbol{U}_{2} \boldsymbol{U}_{2}^{*}=\boldsymbol{I}lyche-numerical-linear-algebra_FO2999
lyche-numerical-linear-algebra_FO30002230.999\boldsymbol{U}_{2} \boldsymbol{U}_{2}^{*}=\boldsymbol{I}-\boldsymbol{U}_{1} \boldsymbol{U}_{1}^{*}=\boldsymbol{I}-\boldsymbol{A} \boldsymbol{A}^{\dagger}lyche-numerical-linear-algebra_FO3000
lyche-numerical-linear-algebra_FO30012230.848\min _{x}\|\boldsymbol{A} \boldsymbol{x}-b\|_{2}^{2}lyche-numerical-linear-algebra_FO3001
lyche-numerical-linear-algebra_FO30022230.848\boldsymbol{x}=\boldsymbol{A}^{\dagger} \boldsymbol{b}+\boldsymbol{z}lyche-numerical-linear-algebra_FO3002
lyche-numerical-linear-algebra_FO30032230.893\boldsymbol{z} \in \mathcal{N}(\boldsymbol{A})lyche-numerical-linear-algebra_FO3003
lyche-numerical-linear-algebra_FO30042241.000\boldsymbol{b}_{1}:=\boldsymbol{A} \boldsymbol{A}^{\dagger} \boldsymbol{b}lyche-numerical-linear-algebra_FO3004
lyche-numerical-linear-algebra_FO30052240.998\boldsymbol{z}:=\boldsymbol{x}-\boldsymbol{A}^{\dagger} \boldsymbol{b}lyche-numerical-linear-algebra_FO3005
lyche-numerical-linear-algebra_FO30062240.998\boldsymbol{A} \boldsymbol{z}=lyche-numerical-linear-algebra_FO3006
lyche-numerical-linear-algebra_FO30072241.000\boldsymbol{A} \boldsymbol{x}-\boldsymbol{A} \boldsymbol{A}^{\dagger} \boldsymbol{b}=\boldsymbol{b}_{1}-\boldsymbol{b}_{1}=\mathbf{0}lyche-numerical-linear-algebra_FO3007
lyche-numerical-linear-algebra_FO30082240.997\boldsymbol{A} \boldsymbol{z}=\mathbf{0}lyche-numerical-linear-algebra_FO3008
lyche-numerical-linear-algebra_FO30092240.997\boldsymbol{A} \boldsymbol{x}=\boldsymbol{A}\left(\boldsymbol{A}^{\dagger} \boldsymbol{b}+\boldsymbol{z}\right)=\boldsymbol{b}_{1}lyche-numerical-linear-algebra_FO3009
lyche-numerical-linear-algebra_FO30102241.000\boldsymbol{A}^{\dagger} \boldsymbol{b}lyche-numerical-linear-algebra_FO3010
lyche-numerical-linear-algebra_FO30112241.000\boldsymbol{x}=\boldsymbol{A}^{\dagger} \boldsymbol{b}lyche-numerical-linear-algebra_FO3011
lyche-numerical-linear-algebra_FO30122240.999\boldsymbol{z}=\boldsymbol{V}_{2} \boldsymbol{y}lyche-numerical-linear-algebra_FO3012
lyche-numerical-linear-algebra_FO30132240.999\boldsymbol{V}_{2}^{*} \boldsymbol{V}_{1}=\mathbf{0}lyche-numerical-linear-algebra_FO3013
lyche-numerical-linear-algebra_FO30142241.000\boldsymbol{z}^{*} \boldsymbol{A}^{\dagger} \boldsymbol{b}=\boldsymbol{y}^{*} \boldsymbol{V}_{2}^{*} \boldsymbol{V}_{1} \boldsymbol{\Sigma}^{-1} \boldsymbol{U}_{1}^{*} \boldsymbol{b}=\mathbf{0}lyche-numerical-linear-algebra_FO3014
lyche-numerical-linear-algebra_FO30152241.000\|\boldsymbol{x}\|_{2}^{2}=\left\|\boldsymbol{A}^{\dagger} \boldsymbol{b}+\boldsymbol{z}\right\|_{2}^{2}=\left\|\boldsymbol{A}^{\dagger} \boldsymbol{b}\right\|_{2}^{2}+\|\boldsymbol{z}\|_{2}^{2} \geq\left\|\boldsymbol{A}^{\dagger} \boldsymbol{b}\right\|_{2}^{2}lyche-numerical-linear-algebra_FO3015
lyche-numerical-linear-algebra_FO30162240.997\boldsymbol{A}=\left[\begin{array}{ll}1 & 1 \\ 1 & 1\end{array}\right]lyche-numerical-linear-algebra_FO3016
lyche-numerical-linear-algebra_FO30172240.997\boldsymbol{b}=[1,1]^{*}lyche-numerical-linear-algebra_FO3017
lyche-numerical-linear-algebra_FO30182241.000[1 / 2,1 / 2]+[a,-a]lyche-numerical-linear-algebra_FO3018
lyche-numerical-linear-algebra_FO30192240.653a=1 / 2lyche-numerical-linear-algebra_FO3019
lyche-numerical-linear-algebra_FO30202240.761[1 / 2,1 / 2]lyche-numerical-linear-algebra_FO3020
lyche-numerical-linear-algebra_FO30212240.933\min \|\boldsymbol{A} \boldsymbol{x}-\boldsymbol{b}\|_{2}lyche-numerical-linear-algebra_FO3021
lyche-numerical-linear-algebra_FO30222251.000\boldsymbol{b}, \boldsymbol{e} \in \mathbb{C}^{m}lyche-numerical-linear-algebra_FO3022
lyche-numerical-linear-algebra_FO30232250.994\min \|\boldsymbol{A} \boldsymbol{y}-\boldsymbol{b}-\boldsymbol{e}\|_{2}lyche-numerical-linear-algebra_FO3023
lyche-numerical-linear-algebra_FO30242250.994\boldsymbol{b}_{1}, \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO3024
lyche-numerical-linear-algebra_FO30252251.000\boldsymbol{b}_{1} \neq \mathbf{0}lyche-numerical-linear-algebra_FO3025
lyche-numerical-linear-algebra_FO30262251.000\boldsymbol{x}=\boldsymbol{A}^{\dagger} \boldsymbol{b}_{1}lyche-numerical-linear-algebra_FO3026
lyche-numerical-linear-algebra_FO30272251.000\boldsymbol{y}=\boldsymbol{A}^{\dagger} \boldsymbol{b}_{1}+\boldsymbol{A}^{\dagger} \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO3027
lyche-numerical-linear-algebra_FO30282251.000\boldsymbol{y}-\boldsymbol{x}=\boldsymbol{A}^{\dagger} \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO3028
lyche-numerical-linear-algebra_FO30292251.000\|\boldsymbol{y}-\boldsymbol{x}\|=\left\|\boldsymbol{A}^{\dagger} \boldsymbol{e}_{1}\right\| \leq\left\|\boldsymbol{A}^{\dagger}\right\|\left\|\boldsymbol{e}_{1}\right\|lyche-numerical-linear-algebra_FO3029
lyche-numerical-linear-algebra_FO30302251.000\left\|\boldsymbol{b}_{1}\right\|=\|\boldsymbol{A} \boldsymbol{x}\| \leq\|\boldsymbol{A}\|\|\boldsymbol{x}\|lyche-numerical-linear-algebra_FO3030
lyche-numerical-linear-algebra_FO30312251.000\|\boldsymbol{y}-\boldsymbol{x}\| /\|\boldsymbol{x}\| \leq\|\boldsymbol{A}\|\left\|\boldsymbol{A}^{\dagger}\right\|\left\|\boldsymbol{e}_{1}\right\| /\left\|\boldsymbol{b}_{1}\right\|lyche-numerical-linear-algebra_FO3031
lyche-numerical-linear-algebra_FO30322251.000\boldsymbol{A}(\boldsymbol{x}-\boldsymbol{y})=\boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO3032
lyche-numerical-linear-algebra_FO30332251.000K(\boldsymbol{A})=\|\boldsymbol{A}\|\left\|\boldsymbol{A}^{\dagger}\right\|lyche-numerical-linear-algebra_FO3033
lyche-numerical-linear-algebra_FO30342251.000\|\boldsymbol{A}\|\left\|\boldsymbol{A}^{-1}\right\|lyche-numerical-linear-algebra_FO3034
lyche-numerical-linear-algebra_FO30352250.997\left\|\boldsymbol{e}_{1}\right\| /\left\|\boldsymbol{b}_{1}\right\|lyche-numerical-linear-algebra_FO3035
lyche-numerical-linear-algebra_FO30362251.000\|\boldsymbol{b}\| /\left\|\boldsymbol{b}_{1}\right\|lyche-numerical-linear-algebra_FO3036
lyche-numerical-linear-algebra_FO30372261.000K_{\infty}(\boldsymbol{A})=\|\boldsymbol{A}\|_{\infty}\left\|\boldsymbol{A}^{\dagger}\right\|_{\infty}=2 \cdot 2=4lyche-numerical-linear-algebra_FO3037
lyche-numerical-linear-algebra_FO30382260.999\boldsymbol{A} \boldsymbol{A}^{\dagger}=\left[\begin{array}{lll}1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 0\end{array}\right]lyche-numerical-linear-algebra_FO3038
lyche-numerical-linear-algebra_FO30392261.000\left\|\boldsymbol{e}_{1}\right\|_{\infty} /\left\|\boldsymbol{b}_{1}\right\|_{\infty}=10^{-2}lyche-numerical-linear-algebra_FO3039
lyche-numerical-linear-algebra_FO30402261.000\boldsymbol{x}=\boldsymbol{A}^{\dagger} \boldsymbol{b}=\left[10^{-4}, 0\right]^{*}lyche-numerical-linear-algebra_FO3040
lyche-numerical-linear-algebra_FO30412260.999\boldsymbol{y}=\boldsymbol{A}^{\dagger}(\boldsymbol{b}+\boldsymbol{e})=\left[10^{-4}+10^{-6}, 0\right]^{*}lyche-numerical-linear-algebra_FO3041
lyche-numerical-linear-algebra_FO30422261.000\boldsymbol{A}, \boldsymbol{E} \in \mathbb{C}^{m \times n}, m>nlyche-numerical-linear-algebra_FO3042
lyche-numerical-linear-algebra_FO30432261.000\alpha:=1-\|\boldsymbol{E}\|_{2}\left\|\boldsymbol{A}^{\dagger}\right\|_{2}>0lyche-numerical-linear-algebra_FO3043
lyche-numerical-linear-algebra_FO30442261.000\boldsymbol{b}=\boldsymbol{b}_{1}+\boldsymbol{b}_{2} \in \mathbb{C}^{m}lyche-numerical-linear-algebra_FO3044
lyche-numerical-linear-algebra_FO30452260.755\min \|(\boldsymbol{A}+\boldsymbol{E}) \boldsymbol{y}-\boldsymbol{b}\|_{2}lyche-numerical-linear-algebra_FO3045
lyche-numerical-linear-algebra_FO30462261.000K(1+\beta K) / \alphalyche-numerical-linear-algebra_FO3046
lyche-numerical-linear-algebra_FO30472261.000\|\boldsymbol{E}\|_{2} /\|\boldsymbol{A}\|_{2}lyche-numerical-linear-algebra_FO3047
lyche-numerical-linear-algebra_FO30482270.993\boldsymbol{A} . \betalyche-numerical-linear-algebra_FO3048
lyche-numerical-linear-algebra_FO30492271.000\rho \leq \frac{1}{\alpha} K\|\boldsymbol{E}\|_{2} /\|\boldsymbol{A}\|_{2}lyche-numerical-linear-algebra_FO3049
lyche-numerical-linear-algebra_FO30502271.000\betalyche-numerical-linear-algebra_FO3050
lyche-numerical-linear-algebra_FO30512271.000\frac{1}{\alpha} K^{2} \beta\|\boldsymbol{E}\|_{2} /\|\boldsymbol{A}\|_{2}lyche-numerical-linear-algebra_FO3051
lyche-numerical-linear-algebra_FO30522271.000K(\boldsymbol{A})^{2} \betalyche-numerical-linear-algebra_FO3052
lyche-numerical-linear-algebra_FO30532270.999\boldsymbol{b}_{2}=\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}lyche-numerical-linear-algebra_FO3053
lyche-numerical-linear-algebra_FO30542270.999\sigma_{1}, \sigma_{2}, \ldots, \sigma_{n}lyche-numerical-linear-algebra_FO3054
lyche-numerical-linear-algebra_FO30552270.999\sigma_{1} \geq \cdots \geq \sigma_{n}lyche-numerical-linear-algebra_FO3055
lyche-numerical-linear-algebra_FO30562281.000\boldsymbol{A}, \boldsymbol{B} \in \mathbb{R}^{m \times n}lyche-numerical-linear-algebra_FO3056
lyche-numerical-linear-algebra_FO30572281.000n-j+1lyche-numerical-linear-algebra_FO3057
lyche-numerical-linear-algebra_FO30582281.000\beta_{j} \leq \alpha_{j}+\|\boldsymbol{A}-\boldsymbol{B}\|_{2}lyche-numerical-linear-algebra_FO3058
lyche-numerical-linear-algebra_FO30592281.000\boldsymbol{A}, \boldsymbol{E} \inlyche-numerical-linear-algebra_FO3059
lyche-numerical-linear-algebra_FO30602281.000\alpha_{1} \geq \cdots \geq \alpha_{n}lyche-numerical-linear-algebra_FO3060
lyche-numerical-linear-algebra_FO30612281.000\epsilon_{1} \geq \cdots \geq \epsilon_{n}lyche-numerical-linear-algebra_FO3061
lyche-numerical-linear-algebra_FO30622281.000\operatorname{rank}(\boldsymbol{A}+\boldsymbol{E}) \leqlyche-numerical-linear-algebra_FO3062
lyche-numerical-linear-algebra_FO30632280.893\left\|\boldsymbol{A}^{\dagger}\right\|_{2}\|\boldsymbol{E}\|_{2}<1lyche-numerical-linear-algebra_FO3063
lyche-numerical-linear-algebra_FO30642281.000\operatorname{rank}(\boldsymbol{A}+\boldsymbol{E})=\operatorname{rank}(\boldsymbol{A})lyche-numerical-linear-algebra_FO3064
lyche-numerical-linear-algebra_FO30652281.000\left\|(\boldsymbol{A}+\boldsymbol{E})^{\dagger}\right\|_{2} \leq \frac{\left\|\boldsymbol{A}^{\dagger}\right\|_{2}}{1-\left\|\boldsymbol{A}^{\dagger}\right\|_{2}\|\boldsymbol{E}\|_{2}}=\frac{1}{\alpha_{r}-\epsilon_{1}}lyche-numerical-linear-algebra_FO3065
lyche-numerical-linear-algebra_FO30662281.000\beta_{1} \geqlyche-numerical-linear-algebra_FO3066
lyche-numerical-linear-algebra_FO30672281.000\cdots \geq \beta_{n}lyche-numerical-linear-algebra_FO3067
lyche-numerical-linear-algebra_FO30682281.000\epsilon_{1} / \alpha_{r}<1lyche-numerical-linear-algebra_FO3068
lyche-numerical-linear-algebra_FO30692281.000\alpha_{r}>\epsilon_{1}lyche-numerical-linear-algebra_FO3069
lyche-numerical-linear-algebra_FO30702281.000\alpha_{r}-\beta_{r} \leq\|\boldsymbol{E}\|_{2}=\epsilon_{1}lyche-numerical-linear-algebra_FO3070
lyche-numerical-linear-algebra_FO30712280.703\beta_{r} \geq \alpha_{r}-\epsilon_{1}>0lyche-numerical-linear-algebra_FO3071
lyche-numerical-linear-algebra_FO30722280.703\operatorname{rank}(\boldsymbol{A}+\boldsymbol{E}) \geq rlyche-numerical-linear-algebra_FO3072
lyche-numerical-linear-algebra_FO30732280.960\beta_{r} \geq \alpha_{r}-\epsilon_{1}lyche-numerical-linear-algebra_FO3073
lyche-numerical-linear-algebra_FO30742281.000\mu_{1} \geq \cdots \geq \mu_{n}lyche-numerical-linear-algebra_FO3074
lyche-numerical-linear-algebra_FO30752291.000\boldsymbol{A}, \boldsymbol{B} \in \mathbb{C}^{m \times n}lyche-numerical-linear-algebra_FO3075
lyche-numerical-linear-algebra_FO30762291.000\beta_{1} \geq \cdots \geq \beta_{n}lyche-numerical-linear-algebra_FO3076
lyche-numerical-linear-algebra_FO30772291.000\lambda_{1} \geq \cdots \geq \lambda_{m+n}lyche-numerical-linear-algebra_FO3077
lyche-numerical-linear-algebra_FO30782291.000\mu_{1} \geq \cdots \geq \mu_{m+n}lyche-numerical-linear-algebra_FO3078
lyche-numerical-linear-algebra_FO30792290.651\operatorname{SVD}\left[\boldsymbol{u}_{1}, \ldots, \boldsymbol{u}_{m}\right] \boldsymbol{\Sigma}\left[\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{n}\right]^{*}lyche-numerical-linear-algebra_FO3079
lyche-numerical-linear-algebra_FO30802291.0002 rlyche-numerical-linear-algebra_FO3080
lyche-numerical-linear-algebra_FO30812291.000\alpha_{1},-\alpha_{1}, \ldots, \alpha_{r},-\alpha_{r}lyche-numerical-linear-algebra_FO3081
lyche-numerical-linear-algebra_FO30822291.000m+n-2 rlyche-numerical-linear-algebra_FO3082
lyche-numerical-linear-algebra_FO30832291.0002 slyche-numerical-linear-algebra_FO3083
lyche-numerical-linear-algebra_FO30842290.999\beta_{1},-\beta_{1}, \ldots, \beta_{s},-\beta_{s}lyche-numerical-linear-algebra_FO3084
lyche-numerical-linear-algebra_FO30852290.999m+n-2 slyche-numerical-linear-algebra_FO3085
lyche-numerical-linear-algebra_FO30862301.000\sum_{i=1}^{t}\left|\alpha_{i}-\beta_{i}\right|^{2} \leq\|\boldsymbol{B}-\boldsymbol{A}\|_{F}^{2}lyche-numerical-linear-algebra_FO3086
lyche-numerical-linear-algebra_FO30872301.000t \leq nlyche-numerical-linear-algebra_FO3087
lyche-numerical-linear-algebra_FO30882301.000\alpha_{i}=\beta_{i}=0lyche-numerical-linear-algebra_FO3088
lyche-numerical-linear-algebra_FO30892301.000i=t+1, \ldots, nlyche-numerical-linear-algebra_FO3089
lyche-numerical-linear-algebra_FO30902301.000\left(t-c_{1}\right)^{2}+\left(y-c_{2}\right)^{2}=r^{2}lyche-numerical-linear-algebra_FO3090
lyche-numerical-linear-algebra_FO30912301.000\left(t_{i}, y_{i}\right)_{i=1}^{m}lyche-numerical-linear-algebra_FO3091
lyche-numerical-linear-algebra_FO30922300.999(t, y)lyche-numerical-linear-algebra_FO3092
lyche-numerical-linear-algebra_FO30932301.000c_{1}, c_{2}lyche-numerical-linear-algebra_FO3093
lyche-numerical-linear-algebra_FO30942301.000c_{1}=x_{1} / 2, c_{2}=x_{2} / 2lyche-numerical-linear-algebra_FO3094
lyche-numerical-linear-algebra_FO30952301.000r^{2}=c_{1}^{2}+c_{2}^{2}+x_{3}lyche-numerical-linear-algebra_FO3095
lyche-numerical-linear-algebra_FO30962301.000c_{1}, c_{2}, rlyche-numerical-linear-algebra_FO3096
lyche-numerical-linear-algebra_FO30972301.000\left[x_{1}, x_{2}, x_{3}\right]lyche-numerical-linear-algebra_FO3097
lyche-numerical-linear-algebra_FO30982300.593(1,4),(3,2),(1,0)lyche-numerical-linear-algebra_FO3098
lyche-numerical-linear-algebra_FO30992311.000\left[\begin{array}{cc}\sqrt{2} & \sqrt{2} \\ 0 & \sqrt{3}\end{array}\right]lyche-numerical-linear-algebra_FO3099
lyche-numerical-linear-algebra_FO31002310.993\boldsymbol{A}=\left[\begin{array}{cc}3 & \alpha \\ \alpha & 1\end{array}\right]lyche-numerical-linear-algebra_FO3100
lyche-numerical-linear-algebra_FO31012311.000\boldsymbol{p}_{1}=(0,1), \boldsymbol{p}_{2}=(1,0), \boldsymbol{p}_{3}=(2,1)lyche-numerical-linear-algebra_FO3101
lyche-numerical-linear-algebra_FO31022311.000p(x)=m x+blyche-numerical-linear-algebra_FO3102
lyche-numerical-linear-algebra_FO31032311.000\boldsymbol{p}_{i}=\left(x_{i}, y_{i}\right)lyche-numerical-linear-algebra_FO3103
lyche-numerical-linear-algebra_FO31042311.000F: \mathbb{R}^{n} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO3104
lyche-numerical-linear-algebra_FO31052311.000\boldsymbol{B}:=\boldsymbol{I}+\boldsymbol{A}^{T} \boldsymbol{A}lyche-numerical-linear-algebra_FO3105
lyche-numerical-linear-algebra_FO31062311.000\left(\boldsymbol{I}+\boldsymbol{A}^{T} \boldsymbol{A}\right) \boldsymbol{x}=\boldsymbol{A}^{T} \boldsymbol{b}lyche-numerical-linear-algebra_FO3106
lyche-numerical-linear-algebra_FO31072311.000\operatorname{diag}\left(d_{1}, d_{2}, \ldots, d_{m}\right) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3107
lyche-numerical-linear-algebra_FO31082311.000d_{i}>0, i=1,2, \ldots, mlyche-numerical-linear-algebra_FO3108
lyche-numerical-linear-algebra_FO31092321.000r_{i}=r_{i}(\boldsymbol{x}), i=1,2, \ldots, mlyche-numerical-linear-algebra_FO3109
lyche-numerical-linear-algebra_FO31102321.000\|\boldsymbol{r}(\boldsymbol{x})\|_{D}^{2}lyche-numerical-linear-algebra_FO3110
lyche-numerical-linear-algebra_FO31112321.000\boldsymbol{x}=\boldsymbol{x}_{\text {min }}lyche-numerical-linear-algebra_FO3111
lyche-numerical-linear-algebra_FO31122321.000K_{2}(\boldsymbol{B}):=\|\boldsymbol{B}\|_{2}\left\|\boldsymbol{B}^{-1}\right\|_{2}lyche-numerical-linear-algebra_FO3112
lyche-numerical-linear-algebra_FO31132320.999\boldsymbol{B}, \boldsymbol{C} \in \mathbb{C}^{n \times m}lyche-numerical-linear-algebra_FO3113
lyche-numerical-linear-algebra_FO31142321.000\boldsymbol{B}=\boldsymbol{C}lyche-numerical-linear-algebra_FO3114
lyche-numerical-linear-algebra_FO31152321.000\boldsymbol{A}=\left[\begin{array}{ll}1 & 1 \\ 1 & 1 \\ 0 & 0\end{array}\right]lyche-numerical-linear-algebra_FO3115
lyche-numerical-linear-algebra_FO31162321.000\boldsymbol{A}^{\dagger}=\frac{1}{4}\left[\begin{array}{lll}1 & 1 & 0 \\ 1 & 1 & 0\end{array}\right]lyche-numerical-linear-algebra_FO3116
lyche-numerical-linear-algebra_FO31172321.000\boldsymbol{A}^{\dagger}=\left(\boldsymbol{A}^{*} \boldsymbol{A}\right)^{-1} \boldsymbol{A}^{*}lyche-numerical-linear-algebra_FO3117
lyche-numerical-linear-algebra_FO31182321.000\boldsymbol{A}^{\dagger}=\boldsymbol{A}^{*}\left(\boldsymbol{A} \boldsymbol{A}^{*}\right)^{-1}lyche-numerical-linear-algebra_FO3118
lyche-numerical-linear-algebra_FO31192331.000\mathcal{R}\left(\boldsymbol{A}^{*}\right), \mathcal{N}(\boldsymbol{A})lyche-numerical-linear-algebra_FO3119
lyche-numerical-linear-algebra_FO31202330.996\quad \mathbb{C}^{n}=\mathcal{R}\left(\boldsymbol{A}^{*}\right) \stackrel{\perp}{\oplus} \mathcal{N}(\boldsymbol{A})lyche-numerical-linear-algebra_FO3120
lyche-numerical-linear-algebra_FO31212331.000\boldsymbol{u}^{\dagger}=\left(\boldsymbol{u}^{*} \boldsymbol{u}\right)^{-1} \boldsymbol{u}^{*}lyche-numerical-linear-algebra_FO3121
lyche-numerical-linear-algebra_FO31222331.000\boldsymbol{u} \in \mathbb{C}^{n, 1}lyche-numerical-linear-algebra_FO3122
lyche-numerical-linear-algebra_FO31232331.000\boldsymbol{A}=\boldsymbol{u} \boldsymbol{v}^{*}lyche-numerical-linear-algebra_FO3123
lyche-numerical-linear-algebra_FO31242331.000\boldsymbol{u} \in \mathbb{C}^{m}, \boldsymbol{v} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO3124
lyche-numerical-linear-algebra_FO31252330.990\operatorname{diag}\left(\lambda_{1}, \ldots, \lambda_{n}\right)^{\dagger}=\operatorname{diag}\left(\lambda_{1}^{\dagger}, \ldots, \lambda_{n}^{\dagger}\right)lyche-numerical-linear-algebra_FO3125
lyche-numerical-linear-algebra_FO31262331.000\left(\boldsymbol{A}^{*}\right)^{\dagger}=\left(\boldsymbol{A}^{\dagger}\right)^{*}lyche-numerical-linear-algebra_FO3126
lyche-numerical-linear-algebra_FO31272330.999\left(\boldsymbol{A}^{\dagger}\right)^{\dagger}=\boldsymbol{A}lyche-numerical-linear-algebra_FO3127
lyche-numerical-linear-algebra_FO31282330.995(\alpha \boldsymbol{A})^{\dagger}=\frac{1}{\alpha} \boldsymbol{A}^{\dagger}, \quad \alpha \neq 0lyche-numerical-linear-algebra_FO3128
lyche-numerical-linear-algebra_FO31292331.000k, m, n \in \mathbb{N}, \boldsymbol{A} \inlyche-numerical-linear-algebra_FO3129
lyche-numerical-linear-algebra_FO31302330.623\mathbb{C}^{m \times n}, \boldsymbol{B} \in \mathbb{C}^{n \times k}lyche-numerical-linear-algebra_FO3130
lyche-numerical-linear-algebra_FO31312330.993(\boldsymbol{A} \boldsymbol{B})^{\dagger}=\boldsymbol{B}^{\dagger} \boldsymbol{A}^{\dagger}lyche-numerical-linear-algebra_FO3131
lyche-numerical-linear-algebra_FO31322331.000\boldsymbol{E}=\boldsymbol{A} \boldsymbol{B}, \boldsymbol{F}=\boldsymbol{B}^{\dagger} \boldsymbol{A}^{\dagger}lyche-numerical-linear-algebra_FO3132
lyche-numerical-linear-algebra_FO31332331.000\boldsymbol{A}^{\dagger} \boldsymbol{A}=\boldsymbol{B} \boldsymbol{B}^{\dagger}=\boldsymbol{I}lyche-numerical-linear-algebra_FO3133
lyche-numerical-linear-algebra_FO31342330.998\boldsymbol{A} \in \mathbb{R}^{1,2}, \boldsymbol{B} \in \mathbb{R}^{2,1}lyche-numerical-linear-algebra_FO3134
lyche-numerical-linear-algebra_FO31352330.998(\boldsymbol{A} \boldsymbol{B})^{\dagger} \neq \boldsymbol{B}^{\dagger} \boldsymbol{A}^{\dagger}lyche-numerical-linear-algebra_FO3135
lyche-numerical-linear-algebra_FO31362341.000\boldsymbol{A}^{*}=\boldsymbol{A}^{\dagger}lyche-numerical-linear-algebra_FO3136
lyche-numerical-linear-algebra_FO31372340.998\boldsymbol{A}\left(\boldsymbol{A}^{*} \boldsymbol{A}\right)^{-1} \boldsymbol{A}^{*} \boldsymbol{b}lyche-numerical-linear-algebra_FO3137
lyche-numerical-linear-algebra_FO31382341.000r>0lyche-numerical-linear-algebra_FO3138
lyche-numerical-linear-algebra_FO31392341.000\boldsymbol{c}=\left[c_{1}, \ldots, c_{n}\right]^{*}=\boldsymbol{U}^{*} \boldsymbol{b}lyche-numerical-linear-algebra_FO3139
lyche-numerical-linear-algebra_FO31402341.000\boldsymbol{y}=\left[y_{1}, \ldots, y_{n}\right]^{*}=\boldsymbol{V}^{*} \boldsymbol{x}lyche-numerical-linear-algebra_FO3140
lyche-numerical-linear-algebra_FO31412340.999c_{r+1}=\cdots=c_{n}=0lyche-numerical-linear-algebra_FO3141
lyche-numerical-linear-algebra_FO31422341.000\boldsymbol{A} \in \mathbb{C}^{m \times n}, \boldsymbol{b} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO3142
lyche-numerical-linear-algebra_FO31432341.000\boldsymbol{b} \in \mathcal{R}(\boldsymbol{A})lyche-numerical-linear-algebra_FO3143
lyche-numerical-linear-algebra_FO31442341.000\boldsymbol{y} \in \mathcal{N}\left(\boldsymbol{A}^{*}\right)lyche-numerical-linear-algebra_FO3144
lyche-numerical-linear-algebra_FO31452341.000\boldsymbol{y}^{*} \boldsymbol{b} \neq 0lyche-numerical-linear-algebra_FO3145
lyche-numerical-linear-algebra_FO31462341.000\mathbb{C}^{(m-n) \times n}lyche-numerical-linear-algebra_FO3146
lyche-numerical-linear-algebra_FO31472341.000\left\|\boldsymbol{A}^{\dagger}\right\|_{2} \leq\left\|\boldsymbol{B}^{-1}\right\|_{2}lyche-numerical-linear-algebra_FO3147
lyche-numerical-linear-algebra_FO31482351.000K(\boldsymbol{A})=\|\boldsymbol{A}\|_{2}\left\|\boldsymbol{A}^{\dagger}\right\|_{2}lyche-numerical-linear-algebra_FO3148
lyche-numerical-linear-algebra_FO31492350.999\boldsymbol{y}_{A^{\dagger}}lyche-numerical-linear-algebra_FO3149
lyche-numerical-linear-algebra_FO31502350.999\left\|\boldsymbol{y}_{\boldsymbol{A}}\right\|=\left\|\boldsymbol{y}_{A^{\dagger}}\right\|=1lyche-numerical-linear-algebra_FO3150
lyche-numerical-linear-algebra_FO31512350.999\left\|\boldsymbol{A}^{\dagger}\right\|=lyche-numerical-linear-algebra_FO3151
lyche-numerical-linear-algebra_FO31522350.999\left\|\boldsymbol{A}^{\dagger} \boldsymbol{y}_{A^{\dagger}}\right\|lyche-numerical-linear-algebra_FO3152
lyche-numerical-linear-algebra_FO31532351.000\boldsymbol{b}=\boldsymbol{A} \boldsymbol{y}_{A}, \boldsymbol{e}_{1}=\boldsymbol{y}_{A^{\dagger}}lyche-numerical-linear-algebra_FO3153
lyche-numerical-linear-algebra_FO31542351.000\boldsymbol{A}^{\dagger}=\boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO3154
lyche-numerical-linear-algebra_FO31552351.000\boldsymbol{e}_{1}=\boldsymbol{e}lyche-numerical-linear-algebra_FO3155
lyche-numerical-linear-algebra_FO31562351.000(2,2)lyche-numerical-linear-algebra_FO3156
lyche-numerical-linear-algebra_FO31572351.0003+2 \epsilon+\epsilon^{2}lyche-numerical-linear-algebra_FO3157
lyche-numerical-linear-algebra_FO31582351.0003+2 \epsilonlyche-numerical-linear-algebra_FO3158
lyche-numerical-linear-algebra_FO31592351.000\epsilon<\sqrt{u}, ulyche-numerical-linear-algebra_FO3159
lyche-numerical-linear-algebra_FO31602351.000u=10^{-16}lyche-numerical-linear-algebra_FO3160
lyche-numerical-linear-algebra_FO31612351.000\sqrt{u}=10^{-8}lyche-numerical-linear-algebra_FO3161
lyche-numerical-linear-algebra_FO31622351.000\boldsymbol{A}(\epsilon) \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO3162
lyche-numerical-linear-algebra_FO31632351.000j \neq i, i+1lyche-numerical-linear-algebra_FO3163
lyche-numerical-linear-algebra_FO31642351.000a_{k, k+1}=\epsilon \in \mathbb{R}lyche-numerical-linear-algebra_FO3164
lyche-numerical-linear-algebra_FO31652351.000\sigma_{i}(\epsilon), i=1, \ldots, nlyche-numerical-linear-algebra_FO3165
lyche-numerical-linear-algebra_FO31662351.000\boldsymbol{A}(\epsilon)lyche-numerical-linear-algebra_FO3166
lyche-numerical-linear-algebra_FO31672381.000\Omega:=(0,1)^{2}=\{(x, y): 0<x, y<1\}lyche-numerical-linear-algebra_FO3167
lyche-numerical-linear-algebra_FO31682381.000\partial \Omegalyche-numerical-linear-algebra_FO3168
lyche-numerical-linear-algebra_FO31692381.000u=lyche-numerical-linear-algebra_FO3169
lyche-numerical-linear-algebra_FO31702381.000u(x, y)lyche-numerical-linear-algebra_FO3170
lyche-numerical-linear-algebra_FO31712381.000v_{j, k} \approx u(j h, k h)lyche-numerical-linear-algebra_FO3171
lyche-numerical-linear-algebra_FO31722381.000\Omega_{h}:=\{(j h, k h): j, k=1, \ldots, m\}lyche-numerical-linear-algebra_FO3172
lyche-numerical-linear-algebra_FO31732381.000\bar{\Omega}_{h} \backslash \Omega_{h}lyche-numerical-linear-algebra_FO3173
lyche-numerical-linear-algebra_FO31742391.000f_{j, k}:=f(j h, k h)lyche-numerical-linear-algebra_FO3174
lyche-numerical-linear-algebra_FO31752391.000n:=m^{2}lyche-numerical-linear-algebra_FO3175
lyche-numerical-linear-algebra_FO31762391.000v_{j, k}lyche-numerical-linear-algebra_FO3176
lyche-numerical-linear-algebra_FO31772391.000\boldsymbol{T}=\operatorname{tridiag}(-1,2,-1) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3177
lyche-numerical-linear-algebra_FO31782390.913j, klyche-numerical-linear-algebra_FO3178
lyche-numerical-linear-algebra_FO31792390.913\boldsymbol{T} \boldsymbol{V}+\boldsymbol{V T}lyche-numerical-linear-algebra_FO3179
lyche-numerical-linear-algebra_FO31802391.000\boldsymbol{B} \in \mathbb{R}^{m \times n}lyche-numerical-linear-algebra_FO3180
lyche-numerical-linear-algebra_FO31812401.000\boldsymbol{x}:=\operatorname{vec}(\boldsymbol{V}) \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO3181
lyche-numerical-linear-algebra_FO31822401.000n=m^{2}lyche-numerical-linear-algebra_FO3182
lyche-numerical-linear-algebra_FO31832401.000x_{i}=v_{j, k}lyche-numerical-linear-algebra_FO3183
lyche-numerical-linear-algebra_FO31842401.000b_{i}=h^{2} f_{j, k}lyche-numerical-linear-algebra_FO3184
lyche-numerical-linear-algebra_FO31852401.000\boldsymbol{x}=\operatorname{vec}(\boldsymbol{V}), \boldsymbol{b}=h^{2} \operatorname{vec}(\boldsymbol{F})lyche-numerical-linear-algebra_FO3185
lyche-numerical-linear-algebra_FO31862410.905\boldsymbol{T}_{1} \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3186
lyche-numerical-linear-algebra_FO31872411.000a, dlyche-numerical-linear-algebra_FO3187
lyche-numerical-linear-algebra_FO31882411.000\boldsymbol{T}_{2}=\left[a_{i j}\right] \inlyche-numerical-linear-algebra_FO3188
lyche-numerical-linear-algebra_FO31892420.956\boldsymbol{T}_{2}lyche-numerical-linear-algebra_FO3189
lyche-numerical-linear-algebra_FO31902421.000p, q, r, slyche-numerical-linear-algebra_FO3190
lyche-numerical-linear-algebra_FO31912421.000\boldsymbol{A} \in \mathbb{R}^{p \times q}lyche-numerical-linear-algebra_FO3191
lyche-numerical-linear-algebra_FO31922421.000\boldsymbol{B} \in \mathbb{R}^{r \times s}lyche-numerical-linear-algebra_FO3192
lyche-numerical-linear-algebra_FO31932421.000\boldsymbol{C} \in \mathbb{R}^{p r \times q s}lyche-numerical-linear-algebra_FO3193
lyche-numerical-linear-algebra_FO31942421.000\boldsymbol{C}=\boldsymbol{A} \otimes \boldsymbol{B}lyche-numerical-linear-algebra_FO3194
lyche-numerical-linear-algebra_FO31952421.000\boldsymbol{B} \otimes \boldsymbol{A}lyche-numerical-linear-algebra_FO3195
lyche-numerical-linear-algebra_FO31962421.000\boldsymbol{u} \otimes \boldsymbol{v}=\left[\boldsymbol{u}^{T} v_{1}, \ldots, \boldsymbol{u}^{T} v_{r}\right]^{T}lyche-numerical-linear-algebra_FO3196
lyche-numerical-linear-algebra_FO31972421.000\boldsymbol{u} \in \mathbb{R}^{p}lyche-numerical-linear-algebra_FO3197
lyche-numerical-linear-algebra_FO31982421.000\boldsymbol{v} \in \mathbb{R}^{r}lyche-numerical-linear-algebra_FO3198
lyche-numerical-linear-algebra_FO31992421.000p \cdot rlyche-numerical-linear-algebra_FO3199
lyche-numerical-linear-algebra_FO32002431.000r, s, klyche-numerical-linear-algebra_FO3200
lyche-numerical-linear-algebra_FO32012431.000\boldsymbol{A} \in \mathbb{R}^{r \times r}, \boldsymbol{B} \inlyche-numerical-linear-algebra_FO3201
lyche-numerical-linear-algebra_FO32022431.000\mathbb{R}^{s \times s}lyche-numerical-linear-algebra_FO3202
lyche-numerical-linear-algebra_FO32032431.000\boldsymbol{I}_{k}lyche-numerical-linear-algebra_FO3203
lyche-numerical-linear-algebra_FO32042431.000\boldsymbol{A} \otimes \boldsymbol{I}_{s}+\boldsymbol{I}_{r} \otimes \boldsymbol{B}lyche-numerical-linear-algebra_FO3204
lyche-numerical-linear-algebra_FO32052431.000\lambda, \mulyche-numerical-linear-algebra_FO3205
lyche-numerical-linear-algebra_FO32062431.000\boldsymbol{A}, \boldsymbol{A}_{1}, \boldsymbol{A}_{2}, \boldsymbol{B}, \boldsymbol{B}_{1}, \boldsymbol{B}_{2}, \boldsymbol{C}lyche-numerical-linear-algebra_FO3206
lyche-numerical-linear-algebra_FO32072431.000\boldsymbol{A} \otimes \boldsymbol{B} \neq \boldsymbol{B} \otimes \boldsymbol{A}lyche-numerical-linear-algebra_FO3207
lyche-numerical-linear-algebra_FO32082431.000\boldsymbol{P}, \boldsymbol{Q}lyche-numerical-linear-algebra_FO3208
lyche-numerical-linear-algebra_FO32092431.000\boldsymbol{B} \otimes \boldsymbol{A}=\boldsymbol{P}(\boldsymbol{A} \otimes \boldsymbol{B}) \boldsymbol{Q}lyche-numerical-linear-algebra_FO3209
lyche-numerical-linear-algebra_FO32102430.989\boldsymbol{B} \boldsymbol{D}lyche-numerical-linear-algebra_FO3210
lyche-numerical-linear-algebra_FO32112431.000(\boldsymbol{A} \otimes \boldsymbol{B})(\boldsymbol{C} \otimes \boldsymbol{D})lyche-numerical-linear-algebra_FO3211
lyche-numerical-linear-algebra_FO32122431.000\boldsymbol{B} \in \mathbb{R}^{r, t}lyche-numerical-linear-algebra_FO3212
lyche-numerical-linear-algebra_FO32132431.000\boldsymbol{D} \in \mathbb{R}^{t, s}lyche-numerical-linear-algebra_FO3213
lyche-numerical-linear-algebra_FO32142431.000r, s, tlyche-numerical-linear-algebra_FO3214
lyche-numerical-linear-algebra_FO32152441.000r, s \in \mathbb{N}lyche-numerical-linear-algebra_FO3215
lyche-numerical-linear-algebra_FO32162441.000\boldsymbol{A} \in \mathbb{R}^{r \times r}lyche-numerical-linear-algebra_FO3216
lyche-numerical-linear-algebra_FO32172441.000\boldsymbol{B} \in \mathbb{R}^{s \times s}lyche-numerical-linear-algebra_FO3217
lyche-numerical-linear-algebra_FO32182441.000\left(\lambda_{i}, \boldsymbol{u}_{i}\right) i=1, \ldots, rlyche-numerical-linear-algebra_FO3218
lyche-numerical-linear-algebra_FO32192441.000\left(\mu_{j}, \boldsymbol{v}_{j}\right), j=1, \ldots, slyche-numerical-linear-algebra_FO3219
lyche-numerical-linear-algebra_FO32202441.000\boldsymbol{F}, \boldsymbol{V} \in \mathbb{R}^{r \times s}lyche-numerical-linear-algebra_FO3220
lyche-numerical-linear-algebra_FO32212440.999(\boldsymbol{A} \otimes \boldsymbol{B})^{T}=\boldsymbol{A}^{T} \otimes \boldsymbol{B}^{T}lyche-numerical-linear-algebra_FO3221
lyche-numerical-linear-algebra_FO32222440.999\boldsymbol{A} \otimes \boldsymbol{B}lyche-numerical-linear-algebra_FO3222
lyche-numerical-linear-algebra_FO32232440.999(\boldsymbol{A} \otimes \boldsymbol{B})^{-1}=lyche-numerical-linear-algebra_FO3223
lyche-numerical-linear-algebra_FO32242441.000\boldsymbol{A}^{-1} \otimes \boldsymbol{B}^{-1}lyche-numerical-linear-algebra_FO3224
lyche-numerical-linear-algebra_FO32252441.000(\boldsymbol{A} \otimes \boldsymbol{B})\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right)=\lambda_{i} \mu_{j}\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right), \quad i=1, \ldots, r, \quad j=1, \ldots, slyche-numerical-linear-algebra_FO3225
lyche-numerical-linear-algebra_FO32262440.999\left(\boldsymbol{A} \otimes \boldsymbol{I}_{s}+\boldsymbol{I}_{r} \otimes \boldsymbol{B}\right)\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right)=\left(\lambda_{i}+\mu_{j}\right)\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right), \quad i=1, \ldots, r, \quad j=1, \ldots, slyche-numerical-linear-algebra_FO3226
lyche-numerical-linear-algebra_FO32272441.000\boldsymbol{A} \otimes \boldsymbol{I}+\boldsymbol{I} \otimes \boldsymbol{B}lyche-numerical-linear-algebra_FO3227
lyche-numerical-linear-algebra_FO32282440.689\boldsymbol{A} \boldsymbol{V} \boldsymbol{B}^{T}=\boldsymbol{F} \quad \Leftrightarrow \quad(\boldsymbol{A} \otimes \boldsymbol{B}) \operatorname{vec}(\boldsymbol{V})=\operatorname{vec}(\boldsymbol{F})lyche-numerical-linear-algebra_FO3228
lyche-numerical-linear-algebra_FO32292441.000\boldsymbol{A} \boldsymbol{V}+\boldsymbol{V} \boldsymbol{B}^{T}=\boldsymbol{F} \quad \Leftrightarrow \quad\left(\boldsymbol{A} \otimes \boldsymbol{I}_{s}+\boldsymbol{I}_{r} \otimes \boldsymbol{B}\right) \operatorname{vec}(\boldsymbol{V})=\operatorname{vec}(\boldsymbol{F})lyche-numerical-linear-algebra_FO3229
lyche-numerical-linear-algebra_FO32302441.000\boldsymbol{A}=\boldsymbol{T} \otimes \boldsymbol{I}+\boldsymbol{I} \otimes \boldsymbol{T}lyche-numerical-linear-algebra_FO3230
lyche-numerical-linear-algebra_FO32312441.000\boldsymbol{A} \boldsymbol{V} \boldsymbol{B}^{T}=\boldsymbol{F}lyche-numerical-linear-algebra_FO3231
lyche-numerical-linear-algebra_FO32322441.000\boldsymbol{A} \boldsymbol{W}=lyche-numerical-linear-algebra_FO3232
lyche-numerical-linear-algebra_FO32332441.000\boldsymbol{B} \boldsymbol{V}^{T}=\boldsymbol{W}^{T}lyche-numerical-linear-algebra_FO3233
lyche-numerical-linear-algebra_FO32342440.544(\boldsymbol{A} \otimes \boldsymbol{B}) \operatorname{vec}(\boldsymbol{V})=\operatorname{vec}(\boldsymbol{F})lyche-numerical-linear-algebra_FO3234
lyche-numerical-linear-algebra_FO32352440.965\boldsymbol{T} \boldsymbol{V}+\boldsymbol{V T}=\boldsymbol{F}lyche-numerical-linear-algebra_FO3235
lyche-numerical-linear-algebra_FO32362450.998(\boldsymbol{A} \otimes \boldsymbol{B})\left(\boldsymbol{A}^{-1} \otimes \boldsymbol{B}^{-1}\right)=\left(\boldsymbol{A} \boldsymbol{A}^{-1}\right) \otimes\left(\boldsymbol{B} \boldsymbol{B}^{-1}\right)=lyche-numerical-linear-algebra_FO3236
lyche-numerical-linear-algebra_FO32372450.997\boldsymbol{I}_{r} \otimes \boldsymbol{I}_{s}=\boldsymbol{I}_{r s}lyche-numerical-linear-algebra_FO3237
lyche-numerical-linear-algebra_FO32382450.997(\boldsymbol{A} \otimes \boldsymbol{B})lyche-numerical-linear-algebra_FO3238
lyche-numerical-linear-algebra_FO32392451.0001,(\boldsymbol{A} \otimes \boldsymbol{B})^{T}=\boldsymbol{A}^{T} \otimes \boldsymbol{B}^{T}=\boldsymbol{A} \otimes \boldsymbol{B}lyche-numerical-linear-algebra_FO3239
lyche-numerical-linear-algebra_FO32402451.000\boldsymbol{A} \otimes \boldsymbol{I}lyche-numerical-linear-algebra_FO3240
lyche-numerical-linear-algebra_FO32412451.000\boldsymbol{I} \otimes \boldsymbol{B}lyche-numerical-linear-algebra_FO3241
lyche-numerical-linear-algebra_FO32422451.000(\boldsymbol{A} \otimes \boldsymbol{B})\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right)=\left(\boldsymbol{A} \boldsymbol{u}_{i}\right) \otimes\left(\boldsymbol{B} \boldsymbol{v}_{j}\right)=\left(\lambda_{i} \boldsymbol{u}_{i}\right) \otimes\left(\mu_{j} \boldsymbol{v}_{j}\right)=\left(\lambda_{i} \mu_{j}\right)\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right)lyche-numerical-linear-algebra_FO3242
lyche-numerical-linear-algebra_FO32432450.475\left(\boldsymbol{A} \otimes \boldsymbol{I}_{s}\right)\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right)=\lambda_{i}\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right), \quadlyche-numerical-linear-algebra_FO3243
lyche-numerical-linear-algebra_FO32442450.475\quad\left(\boldsymbol{I}_{r} \otimes \boldsymbol{B}\right)\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right)=\mu_{j}\left(\boldsymbol{u}_{i} \otimes \boldsymbol{v}_{j}\right)lyche-numerical-linear-algebra_FO3244
lyche-numerical-linear-algebra_FO32452450.8921, \boldsymbol{A} \otimes \boldsymbol{I}+\boldsymbol{I} \otimes \boldsymbol{B}lyche-numerical-linear-algebra_FO3245
lyche-numerical-linear-algebra_FO32462450.892\lambda_{i}+\mu_{j}lyche-numerical-linear-algebra_FO3246
lyche-numerical-linear-algebra_FO32472450.500\mu_{j}lyche-numerical-linear-algebra_FO3247
lyche-numerical-linear-algebra_FO32482451.000\boldsymbol{V}, \boldsymbol{F}lyche-numerical-linear-algebra_FO3248
lyche-numerical-linear-algebra_FO32492451.000\boldsymbol{B}^{T}lyche-numerical-linear-algebra_FO3249
lyche-numerical-linear-algebra_FO32502451.000\boldsymbol{V}=\left[\boldsymbol{v}_{1}, \ldots, \boldsymbol{v}_{s}\right], \boldsymbol{F}=\left[\boldsymbol{f}_{1}, \ldots, \boldsymbol{f}_{s}\right]lyche-numerical-linear-algebra_FO3250
lyche-numerical-linear-algebra_FO32512451.000\boldsymbol{B}^{T}=\left[\boldsymbol{b}_{1}, \ldots, \boldsymbol{b}_{s}\right]lyche-numerical-linear-algebra_FO3251
lyche-numerical-linear-algebra_FO32522450.890\left(\boldsymbol{A} \otimes \boldsymbol{I}_{s}\right) \operatorname{vec}(\boldsymbol{V})=\boldsymbol{A} \boldsymbol{V} \boldsymbol{I}_{s}^{T}lyche-numerical-linear-algebra_FO3252
lyche-numerical-linear-algebra_FO32532450.890\left(\boldsymbol{I}_{r} \otimes \boldsymbol{B}\right) \operatorname{vec}(\boldsymbol{V})=lyche-numerical-linear-algebra_FO3253
lyche-numerical-linear-algebra_FO32542451.000\boldsymbol{I}_{r} \boldsymbol{V} \boldsymbol{B}^{T}lyche-numerical-linear-algebra_FO3254
lyche-numerical-linear-algebra_FO32552460.527\left(\lambda_{j}, \boldsymbol{s}_{j}\right)lyche-numerical-linear-algebra_FO3255
lyche-numerical-linear-algebra_FO32562460.975\boldsymbol{s}_{j} \otimes \boldsymbol{s}_{k}lyche-numerical-linear-algebra_FO3256
lyche-numerical-linear-algebra_FO32572461.000d>0lyche-numerical-linear-algebra_FO3257
lyche-numerical-linear-algebra_FO32582461.000d \geq 2|a|lyche-numerical-linear-algebra_FO3258
lyche-numerical-linear-algebra_FO32592461.000j, k, p, q=1, \ldots, mlyche-numerical-linear-algebra_FO3259
lyche-numerical-linear-algebra_FO32602461.000\lambda_{j}lyche-numerical-linear-algebra_FO3260
lyche-numerical-linear-algebra_FO32612460.990\mathbb{R}^{m^{2} \times m^{2}}lyche-numerical-linear-algebra_FO3261
lyche-numerical-linear-algebra_FO32622461.000d=2, a=-1lyche-numerical-linear-algebra_FO3262
lyche-numerical-linear-algebra_FO32632461.000\lambda_{j, k}lyche-numerical-linear-algebra_FO3263
lyche-numerical-linear-algebra_FO32642470.967\|\boldsymbol{A}\|_{2}\left\|\boldsymbol{A}^{-1}\right\|_{2}=\frac{\lambda_{\text {max }}}{\lambda_{\text {min }}}lyche-numerical-linear-algebra_FO3264
lyche-numerical-linear-algebra_FO32652471.000\lambda=2 a+2 dlyche-numerical-linear-algebra_FO3265
lyche-numerical-linear-algebra_FO32662471.000[1,1,1,1]^{T}lyche-numerical-linear-algebra_FO3266
lyche-numerical-linear-algebra_FO32672471.000j=k=1lyche-numerical-linear-algebra_FO3267
lyche-numerical-linear-algebra_FO32682471.000-\Delta u=f, u=0lyche-numerical-linear-algebra_FO3268
lyche-numerical-linear-algebra_FO32692481.000-\left(\square_{h} v\right)_{j, k}=(\mu f)_{j, k}lyche-numerical-linear-algebra_FO3269
lyche-numerical-linear-algebra_FO32702481.000j, k=1, \ldots, mlyche-numerical-linear-algebra_FO3270
lyche-numerical-linear-algebra_FO32712481.0000=v_{0, k}=v_{m+1, k}=v_{j, 0}=v_{j, m+1}, j, k=0,1, \ldots, m+1lyche-numerical-linear-algebra_FO3271
lyche-numerical-linear-algebra_FO32722481.000-\left(\square_{h} v\right)_{j, k}=\left[20 v_{j, k}-4 v_{j-1, k}-4 v_{j, k-1}-4 v_{j+1, k}-4 v_{j, k+1}\right.lyche-numerical-linear-algebra_FO3272
lyche-numerical-linear-algebra_FO32732481.000\left.-v_{j-1, k-1}-v_{j+1, k-1}-v_{j-1, k+1}-v_{j+1, k+1}\right] /\left(6 h^{2}\right)lyche-numerical-linear-algebra_FO3273
lyche-numerical-linear-algebra_FO32742480.877(\mu f)_{j, k}=\left[8 f_{j, k}+f_{j-1, k}+f_{j, k-1}+f_{j+1, k}+f_{j, k+1}\right] / 12lyche-numerical-linear-algebra_FO3274
lyche-numerical-linear-algebra_FO32752481.000j, k=1,2lyche-numerical-linear-algebra_FO3275
lyche-numerical-linear-algebra_FO32762481.000f(x, y)=2 \pi^{2} \sin (\pi x) \sin (\pi y)lyche-numerical-linear-algebra_FO3276
lyche-numerical-linear-algebra_FO32772481.000v_{j, k}=5 \pi^{2} / 66lyche-numerical-linear-algebra_FO3277
lyche-numerical-linear-algebra_FO32782481.000O\left(h^{4}\right)lyche-numerical-linear-algebra_FO3278
lyche-numerical-linear-algebra_FO32792480.997\mu \boldsymbol{F}lyche-numerical-linear-algebra_FO3279
lyche-numerical-linear-algebra_FO32802480.997(\mu f)_{j, k}lyche-numerical-linear-algebra_FO3280
lyche-numerical-linear-algebra_FO32812481.000\boldsymbol{A}=\boldsymbol{T} \otimes \boldsymbol{I}+\boldsymbol{I} \otimes \boldsymbol{T}-\frac{1}{6} \boldsymbol{T} \otimes \boldsymbol{T}, \boldsymbol{x}=\operatorname{vec}(\boldsymbol{V})lyche-numerical-linear-algebra_FO3281
lyche-numerical-linear-algebra_FO32822481.000\boldsymbol{b}=h^{2} \operatorname{vec}(\mu \boldsymbol{F})lyche-numerical-linear-algebra_FO3282
lyche-numerical-linear-algebra_FO32832481.000\Delta u=0lyche-numerical-linear-algebra_FO3283
lyche-numerical-linear-algebra_FO32842480.994\Delta^{2} u=u_{x x x x}+2 u_{x x y y}+u_{y y y y}lyche-numerical-linear-algebra_FO3284
lyche-numerical-linear-algebra_FO32852481.000v=-\Delta ulyche-numerical-linear-algebra_FO3285
lyche-numerical-linear-algebra_FO32862481.000\boldsymbol{T}=\operatorname{tridiag}(-1,2,-1) \in \mathbb{R}^{m \times m}, h=1 /(m+lyche-numerical-linear-algebra_FO3286
lyche-numerical-linear-algebra_FO32872480.584\boldsymbol{F}=(f(j h, k h))_{j, k=1}^{m}lyche-numerical-linear-algebra_FO3287
lyche-numerical-linear-algebra_FO32882491.000\boldsymbol{A}=(\boldsymbol{T} \otimes \boldsymbol{I}+\boldsymbol{I} \otimes \boldsymbol{T})^{2}lyche-numerical-linear-algebra_FO3288
lyche-numerical-linear-algebra_FO32892490.999\boldsymbol{A}=\boldsymbol{T}^{2} \otimes \boldsymbol{I}+2 \boldsymbol{T} \otimes \boldsymbol{T}+\boldsymbol{I} \otimes \boldsymbol{T}^{2} \in \mathbb{R}^{n \times n}, \boldsymbol{x}=\operatorname{vec}(\boldsymbol{U})lyche-numerical-linear-algebra_FO3289
lyche-numerical-linear-algebra_FO32902490.999\boldsymbol{b}=h^{4} \operatorname{vec}(\boldsymbol{F})lyche-numerical-linear-algebra_FO3290
lyche-numerical-linear-algebra_FO32912490.831\mathbf{b}lyche-numerical-linear-algebra_FO3291
lyche-numerical-linear-algebra_FO32922490.831\mathbf{c}lyche-numerical-linear-algebra_FO3292
lyche-numerical-linear-algebra_FO32932491.000\boldsymbol{T}_{1}:=\operatorname{tridiagonal}(a, d, a)lyche-numerical-linear-algebra_FO3293
lyche-numerical-linear-algebra_FO32942491.000(\boldsymbol{A} \otimeslyche-numerical-linear-algebra_FO3294
lyche-numerical-linear-algebra_FO32952491.000\boldsymbol{B}) \operatorname{vec}(\boldsymbol{V})=\operatorname{vec}(\boldsymbol{F})lyche-numerical-linear-algebra_FO3295
lyche-numerical-linear-algebra_FO32962490.999\left(\boldsymbol{A} \otimes \boldsymbol{I}_{s}+\boldsymbol{I}_{r} \otimes \boldsymbol{B}\right) \operatorname{vec}(\boldsymbol{V})=\operatorname{vec}(\boldsymbol{F})lyche-numerical-linear-algebra_FO3296
lyche-numerical-linear-algebra_FO32972501.000n=9lyche-numerical-linear-algebra_FO3297
lyche-numerical-linear-algebra_FO32982511.000d=\sqrt{n}lyche-numerical-linear-algebra_FO3298
lyche-numerical-linear-algebra_FO32992511.000O\left(n d^{2}\right)=O\left(n^{2}\right)lyche-numerical-linear-algebra_FO3299
lyche-numerical-linear-algebra_FO33012521.000\boldsymbol{D}_{1}, \ldots, \boldsymbol{D}_{m}lyche-numerical-linear-algebra_FO3301
lyche-numerical-linear-algebra_FO33022521.000\boldsymbol{U}_{1}, \ldots, \boldsymbol{U}_{m}lyche-numerical-linear-algebra_FO3302
lyche-numerical-linear-algebra_FO33032521.000\boldsymbol{A}_{1}, \ldots, \boldsymbol{A}_{m-1}, \boldsymbol{L}_{1}lyche-numerical-linear-algebra_FO3303
lyche-numerical-linear-algebra_FO33042521.000\ldots, \boldsymbol{L}_{m-1}lyche-numerical-linear-algebra_FO3304
lyche-numerical-linear-algebra_FO33052521.000\boldsymbol{C}_{1}, \ldots, \boldsymbol{C}_{m-1}lyche-numerical-linear-algebra_FO3305
lyche-numerical-linear-algebra_FO33062520.995\boldsymbol{b}^{T}=lyche-numerical-linear-algebra_FO3306
lyche-numerical-linear-algebra_FO33072521.000\left[\boldsymbol{b}_{1}^{T}, \ldots, \boldsymbol{b}_{m}^{T}\right]lyche-numerical-linear-algebra_FO3307
lyche-numerical-linear-algebra_FO33082521.000\boldsymbol{x}^{T}=\left[\boldsymbol{x}_{1}^{T}, \ldots, \boldsymbol{x}_{m}^{T}\right]lyche-numerical-linear-algebra_FO3308
lyche-numerical-linear-algebra_FO33092521.000\boldsymbol{L}_{k}lyche-numerical-linear-algebra_FO3309
lyche-numerical-linear-algebra_FO33102521.000\boldsymbol{L}_{k} \boldsymbol{U}_{k}=\boldsymbol{A}_{k}lyche-numerical-linear-algebra_FO3310
lyche-numerical-linear-algebra_FO33112521.000\boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO3311
lyche-numerical-linear-algebra_FO33122521.000O\left(n^{3 / 2}\right)lyche-numerical-linear-algebra_FO3312
lyche-numerical-linear-algebra_FO33132521.000O(n \log n)lyche-numerical-linear-algebra_FO3313
lyche-numerical-linear-algebra_FO33142521.000\boldsymbol{V}=lyche-numerical-linear-algebra_FO3314
lyche-numerical-linear-algebra_FO33152521.000\left(v_{j, k}\right) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3315
lyche-numerical-linear-algebra_FO33162521.000\boldsymbol{F}=\left(f_{j, k}\right)=(f(j h, k h)) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3316
lyche-numerical-linear-algebra_FO33172530.999\boldsymbol{X} \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3317
lyche-numerical-linear-algebra_FO33182530.999\boldsymbol{V}=\boldsymbol{S} \boldsymbol{X} \boldsymbol{S}lyche-numerical-linear-algebra_FO3318
lyche-numerical-linear-algebra_FO33192530.999\boldsymbol{T} \boldsymbol{V}+\boldsymbol{V} \boldsymbol{T}=h^{2} \boldsymbol{F}lyche-numerical-linear-algebra_FO3319
lyche-numerical-linear-algebra_FO33202531.000\boldsymbol{D} \boldsymbol{X}+\boldsymbol{X} \boldsymbol{D}=4 h^{4} \boldsymbol{G}lyche-numerical-linear-algebra_FO3320
lyche-numerical-linear-algebra_FO33212541.000\boldsymbol{G}=\boldsymbol{S} \boldsymbol{F} \boldsymbol{S}lyche-numerical-linear-algebra_FO3321
lyche-numerical-linear-algebra_FO33222541.000x_{j, k}=h^{4} g_{j, k} /\left(\sigma_{j}+\sigma_{k}\right), \quad j, k=1, \ldots, mlyche-numerical-linear-algebra_FO3322
lyche-numerical-linear-algebra_FO33232541.000\boldsymbol{X}, \boldsymbol{S}lyche-numerical-linear-algebra_FO3323
lyche-numerical-linear-algebra_FO33242540.999-\Delta u=flyche-numerical-linear-algebra_FO3324
lyche-numerical-linear-algebra_FO33252540.999\Omega=(0,1)^{2}lyche-numerical-linear-algebra_FO3325
lyche-numerical-linear-algebra_FO33262540.999m \inlyche-numerical-linear-algebra_FO3326
lyche-numerical-linear-algebra_FO33272541.000\mathbb{N}, h=1 /(m+1)lyche-numerical-linear-algebra_FO3327
lyche-numerical-linear-algebra_FO33282541.000\boldsymbol{F}=(f(j h, k h)) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3328
lyche-numerical-linear-algebra_FO33292541.000\boldsymbol{V} \in \mathbb{R}^{(m+2) \times(m+2)}lyche-numerical-linear-algebra_FO3329
lyche-numerical-linear-algebra_FO33302541.000O\left(m^{3}\right)lyche-numerical-linear-algebra_FO3330
lyche-numerical-linear-algebra_FO33312541.000O\left(4 \times 2 m^{3}\right)=lyche-numerical-linear-algebra_FO3331
lyche-numerical-linear-algebra_FO33322540.943O\left(8 n^{3 / 2}\right) .{ }^{1}lyche-numerical-linear-algebra_FO3332
lyche-numerical-linear-algebra_FO33332541.00010^{6}lyche-numerical-linear-algebra_FO3333
lyche-numerical-linear-algebra_FO33342541.0001000 \times 1000lyche-numerical-linear-algebra_FO3334
lyche-numerical-linear-algebra_FO33352541.000O\left(4 n^{3 / 2}\right)lyche-numerical-linear-algebra_FO3335
lyche-numerical-linear-algebra_FO33362551.000\boldsymbol{A} \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3336
lyche-numerical-linear-algebra_FO33372551.000\boldsymbol{S} \boldsymbol{A}lyche-numerical-linear-algebra_FO3337
lyche-numerical-linear-algebra_FO33382551.000\boldsymbol{A} \boldsymbol{S}lyche-numerical-linear-algebra_FO3338
lyche-numerical-linear-algebra_FO33392551.000O\left(m^{2} \log _{2} m\right)lyche-numerical-linear-algebra_FO3339
lyche-numerical-linear-algebra_FO33402551.000\boldsymbol{v}=\left[v_{1}, \ldots, v_{m}\right]^{T} \in \mathbb{R}^{m}lyche-numerical-linear-algebra_FO3340
lyche-numerical-linear-algebra_FO33412551.000\boldsymbol{w}=\left[w_{1}, \ldots, w_{m}\right]^{T}lyche-numerical-linear-algebra_FO3341
lyche-numerical-linear-algebra_FO33422551.000\boldsymbol{w}=\boldsymbol{S} \boldsymbol{v}lyche-numerical-linear-algebra_FO3342
lyche-numerical-linear-algebra_FO33432551.000\boldsymbol{B}=\boldsymbol{S} \boldsymbol{A}lyche-numerical-linear-algebra_FO3343
lyche-numerical-linear-algebra_FO33442551.000\boldsymbol{A} \in \mathbb{R}^{m, n}lyche-numerical-linear-algebra_FO3344
lyche-numerical-linear-algebra_FO33452551.000\boldsymbol{B}=\boldsymbol{A} \boldsymbol{S}lyche-numerical-linear-algebra_FO3345
lyche-numerical-linear-algebra_FO33462551.000\boldsymbol{B}=\left(\boldsymbol{S} \boldsymbol{A}^{T}\right)^{T}lyche-numerical-linear-algebra_FO3346
lyche-numerical-linear-algebra_FO33472551.000N \in \mathbb{N}lyche-numerical-linear-algebra_FO3347
lyche-numerical-linear-algebra_FO33482561.000\boldsymbol{y}=\left[y_{1}, \ldots, y_{N}\right]^{T} \in \mathbb{R}^{N}lyche-numerical-linear-algebra_FO3348
lyche-numerical-linear-algebra_FO33492561.000z=\left[z_{1}, \ldots, z_{N}\right]^{T}lyche-numerical-linear-algebra_FO3349
lyche-numerical-linear-algebra_FO33502560.991\boldsymbol{z}=\boldsymbol{F}_{N} \boldsymbol{y}lyche-numerical-linear-algebra_FO3350
lyche-numerical-linear-algebra_FO33512560.991\boldsymbol{F}_{N} \in \mathbb{C}^{N \times N}lyche-numerical-linear-algebra_FO3351
lyche-numerical-linear-algebra_FO33522561.000\omega_{N}^{j k}, j, k=0,1, \ldots, N-1lyche-numerical-linear-algebra_FO3352
lyche-numerical-linear-algebra_FO33532561.000\boldsymbol{B}=\boldsymbol{F}_{N} \boldsymbol{A}lyche-numerical-linear-algebra_FO3353
lyche-numerical-linear-algebra_FO33542561.000\omega_{4}^{2}=(-i)^{2}=-1, \omega_{4}^{3}=(-i)(-1)=i, \omega_{4}^{4}=(-1)^{2}=1, \omega_{4}^{6}=i^{2}=-1lyche-numerical-linear-algebra_FO3354
lyche-numerical-linear-algebra_FO33552561.000\omega_{4}^{9}=i^{3}=-ilyche-numerical-linear-algebra_FO3355
lyche-numerical-linear-algebra_FO33562561.0002 m+2lyche-numerical-linear-algebra_FO3356
lyche-numerical-linear-algebra_FO33572561.000wlyche-numerical-linear-algebra_FO3357
lyche-numerical-linear-algebra_FO33582561.000\boldsymbol{S} \boldsymbol{x}lyche-numerical-linear-algebra_FO3358
lyche-numerical-linear-algebra_FO33592561.000i / 2lyche-numerical-linear-algebra_FO3359
lyche-numerical-linear-algebra_FO33602561.000\boldsymbol{F}_{2 m+2} \boldsymbol{z}lyche-numerical-linear-algebra_FO3360
lyche-numerical-linear-algebra_FO33612561.000\omega=\omega_{2 m+2}=e^{-2 \pi i /(2 m+2)}=e^{-\pi i /(m+1)}lyche-numerical-linear-algebra_FO3361
lyche-numerical-linear-algebra_FO33622571.000-2 ilyche-numerical-linear-algebra_FO3362
lyche-numerical-linear-algebra_FO33632571.000-1 /(2 i)=-i /\left(2 i^{2}\right)=i / 2lyche-numerical-linear-algebra_FO3363
lyche-numerical-linear-algebra_FO33642571.000N=2 m+2lyche-numerical-linear-algebra_FO3364
lyche-numerical-linear-algebra_FO33652571.000\boldsymbol{F}_{N} \boldsymbol{y}lyche-numerical-linear-algebra_FO3365
lyche-numerical-linear-algebra_FO33662571.000\boldsymbol{F}_{N}lyche-numerical-linear-algebra_FO3366
lyche-numerical-linear-algebra_FO33672571.000\boldsymbol{F}_{N / 2}lyche-numerical-linear-algebra_FO3367
lyche-numerical-linear-algebra_FO33682571.000N / 2lyche-numerical-linear-algebra_FO3368
lyche-numerical-linear-algebra_FO33692571.000O\left(N^{2}\right)lyche-numerical-linear-algebra_FO3369
lyche-numerical-linear-algebra_FO33702571.000O\left(N \log _{2} N\right)lyche-numerical-linear-algebra_FO3370
lyche-numerical-linear-algebra_FO33712571.000\boldsymbol{P}_{N} \in \mathbb{R}^{N \times N}lyche-numerical-linear-algebra_FO3371
lyche-numerical-linear-algebra_FO33722570.998\boldsymbol{e}_{k}=\left(\delta_{j, k}\right)lyche-numerical-linear-algebra_FO3372
lyche-numerical-linear-algebra_FO33732570.998\left[\boldsymbol{a}_{1}, \ldots, \boldsymbol{a}_{N}\right]lyche-numerical-linear-algebra_FO3373
lyche-numerical-linear-algebra_FO33742570.965\boldsymbol{P}_{N}lyche-numerical-linear-algebra_FO3374
lyche-numerical-linear-algebra_FO33752581.000\boldsymbol{F}_{4} \boldsymbol{P}_{4}lyche-numerical-linear-algebra_FO3375
lyche-numerical-linear-algebra_FO33762581.000\boldsymbol{F}_{2}lyche-numerical-linear-algebra_FO3376
lyche-numerical-linear-algebra_FO33772581.000\omega_{2}=\exp ^{-2 \pi i / 2}=-1lyche-numerical-linear-algebra_FO3377
lyche-numerical-linear-algebra_FO33782581.000N=2 mlyche-numerical-linear-algebra_FO3378
lyche-numerical-linear-algebra_FO33792581.000p, qlyche-numerical-linear-algebra_FO3379
lyche-numerical-linear-algebra_FO33802581.0001 \leq p, q \leq mlyche-numerical-linear-algebra_FO3380
lyche-numerical-linear-algebra_FO33812581.000j:=p-1lyche-numerical-linear-algebra_FO3381
lyche-numerical-linear-algebra_FO33822581.000k:=q-1lyche-numerical-linear-algebra_FO3382
lyche-numerical-linear-algebra_FO33832581.000\boldsymbol{F}_{2 m} \boldsymbol{P}_{2 m}lyche-numerical-linear-algebra_FO3383
lyche-numerical-linear-algebra_FO33842581.000\boldsymbol{y} \in \mathbb{R}^{2 m}lyche-numerical-linear-algebra_FO3384
lyche-numerical-linear-algebra_FO33852581.000\boldsymbol{w}=\boldsymbol{P}_{2 m}^{T} \boldsymbol{y}=\left[\boldsymbol{w}_{1}^{T}, \boldsymbol{w}_{2}^{T}\right]^{T}lyche-numerical-linear-algebra_FO3385
lyche-numerical-linear-algebra_FO33862591.000\boldsymbol{F}_{2 m} \boldsymbol{y}lyche-numerical-linear-algebra_FO3386
lyche-numerical-linear-algebra_FO33872591.000\boldsymbol{F}_{m} \boldsymbol{w}_{1}lyche-numerical-linear-algebra_FO3387
lyche-numerical-linear-algebra_FO33882591.000\boldsymbol{F}_{m} \boldsymbol{w}_{2}lyche-numerical-linear-algebra_FO3388
lyche-numerical-linear-algebra_FO33892591.000n=2^{k}lyche-numerical-linear-algebra_FO3389
lyche-numerical-linear-algebra_FO33902591.000\boldsymbol{y} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO3390
lyche-numerical-linear-algebra_FO33912591.000\gamma N \log _{2} Nlyche-numerical-linear-algebra_FO3391
lyche-numerical-linear-algebra_FO33922591.000\gammalyche-numerical-linear-algebra_FO3392
lyche-numerical-linear-algebra_FO33932591.000N=2^{k}lyche-numerical-linear-algebra_FO3393
lyche-numerical-linear-algebra_FO33942591.000N / 2=2^{k-1}lyche-numerical-linear-algebra_FO3394
lyche-numerical-linear-algebra_FO33952591.000\boldsymbol{D}_{N / 2}lyche-numerical-linear-algebra_FO3395
lyche-numerical-linear-algebra_FO33962591.000x_{k}=2 x_{k-1}+\gamma 2^{k}lyche-numerical-linear-algebra_FO3396
lyche-numerical-linear-algebra_FO33972591.000x_{0}=0lyche-numerical-linear-algebra_FO3397
lyche-numerical-linear-algebra_FO33982591.000x_{k}=\gamma k 2^{k}lyche-numerical-linear-algebra_FO3398
lyche-numerical-linear-algebra_FO33992591.000x_{k-1}=\gamma(k-1) 2^{k-1}lyche-numerical-linear-algebra_FO3399
lyche-numerical-linear-algebra_FO34002591.000x_{k}=2 x_{k-1}+\gamma 2^{k}=2 \gamma(k-1) 2^{k-1}+\gamma 2^{k}=\gamma k 2^{k}lyche-numerical-linear-algebra_FO3400
lyche-numerical-linear-algebra_FO34012591.000\gamma \approx 5lyche-numerical-linear-algebra_FO3401
lyche-numerical-linear-algebra_FO34022591.000O\left(8 n^{2}\right)lyche-numerical-linear-algebra_FO3402
lyche-numerical-linear-algebra_FO34032601.0005 N \log _{2} Nlyche-numerical-linear-algebra_FO3403
lyche-numerical-linear-algebra_FO34042601.000N=2^{20} \approx 10^{6}lyche-numerical-linear-algebra_FO3404
lyche-numerical-linear-algebra_FO34052601.000\boldsymbol{H}=\boldsymbol{S} \boldsymbol{F}lyche-numerical-linear-algebra_FO3405
lyche-numerical-linear-algebra_FO34062600.998\boldsymbol{G}=\boldsymbol{H} \boldsymbol{S}lyche-numerical-linear-algebra_FO3406
lyche-numerical-linear-algebra_FO34072601.000\boldsymbol{Z}=\boldsymbol{S} \boldsymbol{X}lyche-numerical-linear-algebra_FO3407
lyche-numerical-linear-algebra_FO34082601.000\boldsymbol{V}=\boldsymbol{Z} \boldsymbol{S}lyche-numerical-linear-algebra_FO3408
lyche-numerical-linear-algebra_FO34092601.000O\left(\gamma(2 m+2) \log _{2}(2 m+2)\right)lyche-numerical-linear-algebra_FO3409
lyche-numerical-linear-algebra_FO34102601.000O\left(8 n^{3 / 2}\right)lyche-numerical-linear-algebra_FO3410
lyche-numerical-linear-algebra_FO34112601.000\boldsymbol{F}_{4}lyche-numerical-linear-algebra_FO3411
lyche-numerical-linear-algebra_FO34122611.000\left(v_{i, j}\right)_{i, j=1}^{m}lyche-numerical-linear-algebra_FO3412
lyche-numerical-linear-algebra_FO34132610.608\boldsymbol{T} \boldsymbol{V}+\boldsymbol{V T}=h^{2} \boldsymbol{F}lyche-numerical-linear-algebra_FO3413
lyche-numerical-linear-algebra_FO34142610.608\boldsymbol{D}=\operatorname{diag}\left(\lambda_{1}, \ldots, \lambda_{m}\right)lyche-numerical-linear-algebra_FO3414
lyche-numerical-linear-algebra_FO34152610.608\lambda_{j}=4 \sin ^{2}(j \pi h / 2)lyche-numerical-linear-algebra_FO3415
lyche-numerical-linear-algebra_FO34162611.000\boldsymbol{X}=\left[\boldsymbol{x}_{1}, \ldots, \boldsymbol{x}_{m}\right]lyche-numerical-linear-algebra_FO3416
lyche-numerical-linear-algebra_FO34172611.000\boldsymbol{C}=\left[\boldsymbol{c}_{1}, \ldots, \boldsymbol{c}_{m}\right]lyche-numerical-linear-algebra_FO3417
lyche-numerical-linear-algebra_FO34182611.0008 m-7lyche-numerical-linear-algebra_FO3418
lyche-numerical-linear-algebra_FO34192611.000O\left(\delta m^{2}\right)lyche-numerical-linear-algebra_FO3419
lyche-numerical-linear-algebra_FO34202611.000O\left(4 m^{3}\right)=O\left(4 n^{3 / 2}\right)lyche-numerical-linear-algebra_FO3420
lyche-numerical-linear-algebra_FO34212611.000O\left(2 \gamma n \log _{2} n\right)lyche-numerical-linear-algebra_FO3421
lyche-numerical-linear-algebra_FO34222611.000\boldsymbol{V}=\boldsymbol{S} \boldsymbol{X} \boldsymbol{S}=\left(x_{j, k}\right)lyche-numerical-linear-algebra_FO3422
lyche-numerical-linear-algebra_FO34232621.000\lambda_{j}=4 \sin ^{2}(j \pi h / 2), j=1, \ldots, mlyche-numerical-linear-algebra_FO3423
lyche-numerical-linear-algebra_FO34242621.000\sigma_{j}+\sigma_{k}-\frac{2}{3} \sigma_{j} \sigma_{k}>0lyche-numerical-linear-algebra_FO3424
lyche-numerical-linear-algebra_FO34252621.000j, k=1,2, \ldots, mlyche-numerical-linear-algebra_FO3425
lyche-numerical-linear-algebra_FO34262621.000\boldsymbol{X}=\left(x_{j, k}\right)lyche-numerical-linear-algebra_FO3426
lyche-numerical-linear-algebra_FO34272621.000\boldsymbol{U}=\boldsymbol{S} \boldsymbol{X} \boldsymbol{S}lyche-numerical-linear-algebra_FO3427
lyche-numerical-linear-algebra_FO34282621.000O\left(\delta n^{3 / 2}\right)lyche-numerical-linear-algebra_FO3428
lyche-numerical-linear-algebra_FO34292620.713\boldsymbol{F}=lyche-numerical-linear-algebra_FO3429
lyche-numerical-linear-algebra_FO34302621.000\boldsymbol{x}=\boldsymbol{A} \backslash \boldsymbol{b}lyche-numerical-linear-algebra_FO3430
lyche-numerical-linear-algebra_FO34312620.581\boldsymbol{x} \in \mathbb{R}^{m^{2}}lyche-numerical-linear-algebra_FO3431
lyche-numerical-linear-algebra_FO34322621.000Ulyche-numerical-linear-algebra_FO3432
lyche-numerical-linear-algebra_FO34332621.000m=50lyche-numerical-linear-algebra_FO3433
lyche-numerical-linear-algebra_FO34342641.000\boldsymbol{x}_{0}lyche-numerical-linear-algebra_FO3434
lyche-numerical-linear-algebra_FO34352641.000\left\{\boldsymbol{x}_{k}\right\}lyche-numerical-linear-algebra_FO3435
lyche-numerical-linear-algebra_FO34362641.000\boldsymbol{x}_{k} \rightarrow \boldsymbol{x}lyche-numerical-linear-algebra_FO3436
lyche-numerical-linear-algebra_FO34372651.000\left[\begin{array}{cc}2 & -1 \\ -1 & 2\end{array}\right]\left[\begin{array}{l}y \\ z\end{array}\right]=\left[\begin{array}{l}1 \\ 1\end{array}\right]lyche-numerical-linear-algebra_FO3437
lyche-numerical-linear-algebra_FO34382651.000y=(z+1) / 2lyche-numerical-linear-algebra_FO3438
lyche-numerical-linear-algebra_FO34392651.000z=(y+1) / 2lyche-numerical-linear-algebra_FO3439
lyche-numerical-linear-algebra_FO34402651.000y_{0}, z_{0}lyche-numerical-linear-algebra_FO3440
lyche-numerical-linear-algebra_FO34412650.996\left\{y_{k}\right\}lyche-numerical-linear-algebra_FO3441
lyche-numerical-linear-algebra_FO34422650.996\left\{z_{k}\right\}lyche-numerical-linear-algebra_FO3442
lyche-numerical-linear-algebra_FO34432650.996y_{k+1}=\left(z_{k}+1\right) / 2lyche-numerical-linear-algebra_FO3443
lyche-numerical-linear-algebra_FO34442651.000z_{k+1}=\left(y_{k}+1\right) / 2lyche-numerical-linear-algebra_FO3444
lyche-numerical-linear-algebra_FO34452651.000y_{0}=z_{0}=0lyche-numerical-linear-algebra_FO3445
lyche-numerical-linear-algebra_FO34462651.000y_{1}=z_{1}=1 / 2lyche-numerical-linear-algebra_FO3446
lyche-numerical-linear-algebra_FO34472651.000y_{k}=z_{k}=1-2^{-k}lyche-numerical-linear-algebra_FO3447
lyche-numerical-linear-algebra_FO34482651.000k=0,1,2,3, \ldotslyche-numerical-linear-algebra_FO3448
lyche-numerical-linear-algebra_FO34492651.000[1,1]^{T}lyche-numerical-linear-algebra_FO3449
lyche-numerical-linear-algebra_FO34502661.000z_{k+1}=\left(y_{k+1}+1\right) / 2lyche-numerical-linear-algebra_FO3450
lyche-numerical-linear-algebra_FO34512661.000y_{1}=1 / 2, z_{1}=3 / 4, y_{2}=7 / 8lyche-numerical-linear-algebra_FO3451
lyche-numerical-linear-algebra_FO34522661.000z_{2}=15 / 16lyche-numerical-linear-algebra_FO3452
lyche-numerical-linear-algebra_FO34532661.000y_{k}=1-2 \cdot 4^{-k}lyche-numerical-linear-algebra_FO3453
lyche-numerical-linear-algebra_FO34542661.000z_{k}=1-4^{-k}lyche-numerical-linear-algebra_FO3454
lyche-numerical-linear-algebra_FO34552661.000k=1,2,3, \ldotslyche-numerical-linear-algebra_FO3455
lyche-numerical-linear-algebra_FO34562661.000\boldsymbol{x}_{k}=\left[\boldsymbol{x}_{k}(1), \ldots, \boldsymbol{x}_{k}(n)\right]^{T}lyche-numerical-linear-algebra_FO3456
lyche-numerical-linear-algebra_FO34572661.000\boldsymbol{x}(i)lyche-numerical-linear-algebra_FO3457
lyche-numerical-linear-algebra_FO34582661.000\boldsymbol{x}_{k+1}(i)lyche-numerical-linear-algebra_FO3458
lyche-numerical-linear-algebra_FO34592661.0000<\omega<2lyche-numerical-linear-algebra_FO3459
lyche-numerical-linear-algebra_FO34602661.000\boldsymbol{x}(i)=\omega \boldsymbol{x}(i)+(1-\omega) \boldsymbol{x}(i)lyche-numerical-linear-algebra_FO3460
lyche-numerical-linear-algebra_FO34612661.000\omega=1lyche-numerical-linear-algebra_FO3461
lyche-numerical-linear-algebra_FO34622661.000\boldsymbol{x}_{k+1}^{g s}lyche-numerical-linear-algebra_FO3462
lyche-numerical-linear-algebra_FO34632661.000\boldsymbol{x}_{k+1}=\omega \boldsymbol{x}_{k+1}^{g s}+(1-lyche-numerical-linear-algebra_FO3463
lyche-numerical-linear-algebra_FO34642661.000\omega) \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO3464
lyche-numerical-linear-algebra_FO34652661.000\boldsymbol{x}_{k+1}lyche-numerical-linear-algebra_FO3465
lyche-numerical-linear-algebra_FO34662671.0001 \leq \omega<2lyche-numerical-linear-algebra_FO3466
lyche-numerical-linear-algebra_FO34672671.000\boldsymbol{x}_{k+1 / 2}lyche-numerical-linear-algebra_FO3467
lyche-numerical-linear-algebra_FO34682671.000i=n, n-1, \ldots 1lyche-numerical-linear-algebra_FO3468
lyche-numerical-linear-algebra_FO34692670.999\boldsymbol{v}(i, j)lyche-numerical-linear-algebra_FO3469
lyche-numerical-linear-algebra_FO34702670.570e_{i, j}:=f_{i, j} /(m+1)^{2}lyche-numerical-linear-algebra_FO3470
lyche-numerical-linear-algebra_FO34762680.995\left(i_{1}, j_{1}\right)<lyche-numerical-linear-algebra_FO3476
lyche-numerical-linear-algebra_FO34772680.960i_{2}, j_{2}lyche-numerical-linear-algebra_FO3477
lyche-numerical-linear-algebra_FO34782680.960j_{1} \leq j_{2}lyche-numerical-linear-algebra_FO3478
lyche-numerical-linear-algebra_FO34792680.960i_{1}<i_{2}lyche-numerical-linear-algebra_FO3479
lyche-numerical-linear-algebra_FO34802680.960j_{1}=j_{2}lyche-numerical-linear-algebra_FO3480
lyche-numerical-linear-algebra_FO34812681.000\boldsymbol{F}=\left(f_{i, j}\right) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3481
lyche-numerical-linear-algebra_FO34822681.000\boldsymbol{V}_{0}=\mathbf{0} \inlyche-numerical-linear-algebra_FO3482
lyche-numerical-linear-algebra_FO34832681.000\mathbb{R}^{(m+2) \times(m+2)}lyche-numerical-linear-algebra_FO3483
lyche-numerical-linear-algebra_FO34842681.000\left\|\boldsymbol{V}^{(k)}-\boldsymbol{U}\right\|_{M}:=lyche-numerical-linear-algebra_FO3484
lyche-numerical-linear-algebra_FO34852680.911\max _{i, j}\left|v_{i j}-u_{i j}\right|<lyche-numerical-linear-algebra_FO3485
lyche-numerical-linear-algebra_FO34862680.911\left[u_{i j}\right] \in \mathbb{R}^{(m+2) \times(m+2)}lyche-numerical-linear-algebra_FO3486
lyche-numerical-linear-algebra_FO34872680.843k=k_{n}lyche-numerical-linear-algebra_FO3487
lyche-numerical-linear-algebra_FO34882680.843\boldsymbol{F}=\operatorname{ones}(m, m)lyche-numerical-linear-algebra_FO3488
lyche-numerical-linear-algebra_FO34892680.843m=10,50, K=10^{4}lyche-numerical-linear-algebra_FO3489
lyche-numerical-linear-algebra_FO34902680.825=10^{-8}lyche-numerical-linear-algebra_FO3490
lyche-numerical-linear-algebra_FO34912681.000\omega^{*}:=2 /\left(1+\sin \left(\frac{\pi}{m+1}\right)\right)lyche-numerical-linear-algebra_FO3491
lyche-numerical-linear-algebra_FO34922691.0000<w<2lyche-numerical-linear-algebra_FO3492
lyche-numerical-linear-algebra_FO34932691.000w=1lyche-numerical-linear-algebra_FO3493
lyche-numerical-linear-algebra_FO34942691.000k_{n}=O(n)lyche-numerical-linear-algebra_FO3494
lyche-numerical-linear-algebra_FO34952691.000k_{n}=O(\sqrt{n})lyche-numerical-linear-algebra_FO3495
lyche-numerical-linear-algebra_FO34962691.000\sqrt{n}lyche-numerical-linear-algebra_FO3496
lyche-numerical-linear-algebra_FO34972691.000O\left(k_{n} \times n\right)lyche-numerical-linear-algebra_FO3497
lyche-numerical-linear-algebra_FO34982701.000\boldsymbol{G} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO3498
lyche-numerical-linear-algebra_FO34992701.000\boldsymbol{x}=\boldsymbol{G} \boldsymbol{x}+\boldsymbol{c}lyche-numerical-linear-algebra_FO3499
lyche-numerical-linear-algebra_FO35002701.000\boldsymbol{I}-\boldsymbol{G}lyche-numerical-linear-algebra_FO3500
lyche-numerical-linear-algebra_FO35012701.000\lim _{k \rightarrow \infty} \boldsymbol{x}_{k}=\boldsymbol{x}lyche-numerical-linear-algebra_FO3501
lyche-numerical-linear-algebra_FO35022701.000\boldsymbol{M}^{-1} \boldsymbol{A} \boldsymbol{x}=\boldsymbol{M}^{-1} \boldsymbol{b}lyche-numerical-linear-algebra_FO3502
lyche-numerical-linear-algebra_FO35032701.000\boldsymbol{x}=\boldsymbol{x}-\boldsymbol{M}^{-1} \boldsymbol{A} \boldsymbol{x}+\boldsymbol{M}^{-1} \boldsymbol{b}lyche-numerical-linear-algebra_FO3503
lyche-numerical-linear-algebra_FO35042701.000\boldsymbol{A}=\boldsymbol{D}-\boldsymbol{A}_{\boldsymbol{L}}-\boldsymbol{A}_{\boldsymbol{R}}lyche-numerical-linear-algebra_FO3504
lyche-numerical-linear-algebra_FO35052701.000-\boldsymbol{A}_{\boldsymbol{L}}, \boldsymbol{D}lyche-numerical-linear-algebra_FO3505
lyche-numerical-linear-algebra_FO35062701.000-\boldsymbol{A}_{\boldsymbol{R}}lyche-numerical-linear-algebra_FO3506
lyche-numerical-linear-algebra_FO35072701.000\boldsymbol{D}:=\operatorname{diag}\left(a_{11}, \ldots, a_{n n}\right)lyche-numerical-linear-algebra_FO3507
lyche-numerical-linear-algebra_FO35082710.753\boldsymbol{M}_{J}, \boldsymbol{M}_{1}lyche-numerical-linear-algebra_FO3508
lyche-numerical-linear-algebra_FO35092710.753\boldsymbol{M}_{\omega}lyche-numerical-linear-algebra_FO3509
lyche-numerical-linear-algebra_FO35102710.753J, G Slyche-numerical-linear-algebra_FO3510
lyche-numerical-linear-algebra_FO35112710.955\boldsymbol{D} \boldsymbol{x}_{k+1}=(\boldsymbol{D}-\boldsymbol{A}) \boldsymbol{x}_{k}+\boldsymbol{b}lyche-numerical-linear-algebra_FO3511
lyche-numerical-linear-algebra_FO35122710.955\boldsymbol{M}_{J}=\boldsymbol{D}lyche-numerical-linear-algebra_FO3512
lyche-numerical-linear-algebra_FO35132711.000\boldsymbol{A}_{L} \boldsymbol{x}_{k+1}lyche-numerical-linear-algebra_FO3513
lyche-numerical-linear-algebra_FO35142711.000\left(\omega^{-1} \boldsymbol{D}-\boldsymbol{A}_{L}\right) \boldsymbol{x}_{k+1}=\boldsymbol{A}_{R} \boldsymbol{x}_{k}+\boldsymbol{b}+\left(\omega^{-1}-1\right) \boldsymbol{D} \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO3514
lyche-numerical-linear-algebra_FO35152711.000\boldsymbol{M}_{\omega}=lyche-numerical-linear-algebra_FO3515
lyche-numerical-linear-algebra_FO35162711.000\omega^{-1} \boldsymbol{D}-\boldsymbol{A}_{L}lyche-numerical-linear-algebra_FO3516
lyche-numerical-linear-algebra_FO35172711.000\boldsymbol{M}_{1}lyche-numerical-linear-algebra_FO3517
lyche-numerical-linear-algebra_FO35182711.000\boldsymbol{G}_{\omega}=\boldsymbol{I}-\boldsymbol{M}_{\omega}^{-1} \boldsymbol{A}lyche-numerical-linear-algebra_FO3518
lyche-numerical-linear-algebra_FO35192721.000\boldsymbol{x}_{k+1}(1)lyche-numerical-linear-algebra_FO3519
lyche-numerical-linear-algebra_FO35202721.000\boldsymbol{x}_{k+1}:=\boldsymbol{G} \boldsymbol{x}_{k}+\boldsymbol{c}lyche-numerical-linear-algebra_FO3520
lyche-numerical-linear-algebra_FO35212721.000\boldsymbol{G} \in \mathbb{C}^{n \times n}, \boldsymbol{c} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO3521
lyche-numerical-linear-algebra_FO35222721.000\lim _{k \rightarrow \infty} \boldsymbol{G}^{k}=\mathbf{0}lyche-numerical-linear-algebra_FO3522
lyche-numerical-linear-algebra_FO35232720.991\boldsymbol{x}_{k+1}=\boldsymbol{G} \boldsymbol{x}_{k}+\boldsymbol{c}lyche-numerical-linear-algebra_FO3523
lyche-numerical-linear-algebra_FO35242720.991\boldsymbol{x}_{k+1}-\boldsymbol{x}=lyche-numerical-linear-algebra_FO3524
lyche-numerical-linear-algebra_FO35252721.000\boldsymbol{G}\left(\boldsymbol{x}_{k}-\boldsymbol{x}\right)lyche-numerical-linear-algebra_FO3525
lyche-numerical-linear-algebra_FO35262720.999\boldsymbol{x}_{k}-\boldsymbol{x} \rightarrow \mathbf{0}lyche-numerical-linear-algebra_FO3526
lyche-numerical-linear-algebra_FO35272720.999\boldsymbol{G}^{k} \rightarrow \mathbf{0}lyche-numerical-linear-algebra_FO3527
lyche-numerical-linear-algebra_FO35282721.000\boldsymbol{x}_{0}-\boldsymbol{x}=\boldsymbol{e}_{j}lyche-numerical-linear-algebra_FO3528
lyche-numerical-linear-algebra_FO35292721.000\boldsymbol{G}^{k} \boldsymbol{e}_{j} \rightarrow \mathbf{0}lyche-numerical-linear-algebra_FO3529
lyche-numerical-linear-algebra_FO35302721.000\|\boldsymbol{G}\|<1lyche-numerical-linear-algebra_FO3530
lyche-numerical-linear-algebra_FO35312731.000\rho(\boldsymbol{G})<1lyche-numerical-linear-algebra_FO3531
lyche-numerical-linear-algebra_FO35322731.000\boldsymbol{r}_{k}:=\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO3532
lyche-numerical-linear-algebra_FO35332730.992\lambda_{1} \geq \lambda_{2} \geq \cdots \geq \lambda_{n}>0lyche-numerical-linear-algebra_FO3533
lyche-numerical-linear-algebra_FO35342730.992\boldsymbol{x}_{k+1}=(\boldsymbol{I}-\alpha \boldsymbol{A}) \boldsymbol{x}_{k}+\boldsymbol{b}lyche-numerical-linear-algebra_FO3534
lyche-numerical-linear-algebra_FO35352731.0000<\alpha<2 / \lambda_{1}lyche-numerical-linear-algebra_FO3535
lyche-numerical-linear-algebra_FO35362741.000\boldsymbol{I}-\alpha \boldsymbol{A}lyche-numerical-linear-algebra_FO3536
lyche-numerical-linear-algebra_FO35372741.0001-\alpha \lambda_{j}, \quad j=1, \ldots, nlyche-numerical-linear-algebra_FO3537
lyche-numerical-linear-algebra_FO35382741.0001-\alpha \lambda_{n}=\alpha \lambda_{1}-1lyche-numerical-linear-algebra_FO3538
lyche-numerical-linear-algebra_FO35392741.000\alpha=\alpha_{o}lyche-numerical-linear-algebra_FO3539
lyche-numerical-linear-algebra_FO35402741.000\rho_{\alpha}<1lyche-numerical-linear-algebra_FO3540
lyche-numerical-linear-algebra_FO35412741.000\alpha \lambda_{1}-1<1lyche-numerical-linear-algebra_FO3541
lyche-numerical-linear-algebra_FO35422741.000\rho_{\alpha}>\rho_{\alpha_{o}}lyche-numerical-linear-algebra_FO3542
lyche-numerical-linear-algebra_FO35432741.000\alpha \leq 0lyche-numerical-linear-algebra_FO3543
lyche-numerical-linear-algebra_FO35442741.000\alpha \geq 2 / \lambda_{1}lyche-numerical-linear-algebra_FO3544
lyche-numerical-linear-algebra_FO35452741.0000<\alpha<\alpha_{o}lyche-numerical-linear-algebra_FO3545
lyche-numerical-linear-algebra_FO35462741.000\rho_{\alpha}=1-\alpha \lambda_{n}>1-\alpha_{o} \lambda_{n}=\rho_{\alpha_{o}}lyche-numerical-linear-algebra_FO3546
lyche-numerical-linear-algebra_FO35472741.000\alpha_{o}<\alpha<2 / \lambda_{1}lyche-numerical-linear-algebra_FO3547
lyche-numerical-linear-algebra_FO35482740.998\rho_{\alpha}=\alpha \lambda_{1}-1>\alpha_{o} \lambda_{1}-1=\rho_{\alpha_{o}}lyche-numerical-linear-algebra_FO3548
lyche-numerical-linear-algebra_FO35492740.964\mathbf{R}lyche-numerical-linear-algebra_FO3549
lyche-numerical-linear-algebra_FO35502740.991\lambda_{\text {max }}lyche-numerical-linear-algebra_FO3550
lyche-numerical-linear-algebra_FO35512740.9990<\alpha<2 / \lambda_{\text {max }}lyche-numerical-linear-algebra_FO3551
lyche-numerical-linear-algebra_FO35522741.000\alpha=\alpha_{o}:=\frac{2}{\lambda_{\text {max }}+\lambda_{\text {min }}}lyche-numerical-linear-algebra_FO3552
lyche-numerical-linear-algebra_FO35532740.960\kappa:=\lambda_{\text {max }} / \lambda_{\text {min }}lyche-numerical-linear-algebra_FO3553
lyche-numerical-linear-algebra_FO35542740.988\left\|\|_{2}\right.lyche-numerical-linear-algebra_FO3554
lyche-numerical-linear-algebra_FO35552740.988\| \boldsymbol{x}_{k}-\boldsymbol{x}\left\|_{2} \leq\right\| \boldsymbol{I}-lyche-numerical-linear-algebra_FO3555
lyche-numerical-linear-algebra_FO35562740.994\alpha_{o} \boldsymbol{A}\left\|_{2}^{k}\right\| \boldsymbol{x}_{0}-\boldsymbol{x} \|_{2}lyche-numerical-linear-algebra_FO3556
lyche-numerical-linear-algebra_FO35572751.000\omega \in(0,2)lyche-numerical-linear-algebra_FO3557
lyche-numerical-linear-algebra_FO35582751.000\boldsymbol{D} \boldsymbol{x}_{k+1}=\omega\left(\boldsymbol{A}_{L} \boldsymbol{x}_{k+1}+\boldsymbol{A}_{R} \boldsymbol{x}_{k}+\boldsymbol{b}\right)+(1-\omega) \boldsymbol{D} \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO3558
lyche-numerical-linear-algebra_FO35592751.000\boldsymbol{x}_{k+1}=\omega\left(\boldsymbol{L} \boldsymbol{x}_{k+1}+\boldsymbol{R} \boldsymbol{x}_{k}+\boldsymbol{D}^{-1} \boldsymbol{b}\right)+(1-\omega) \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO3559
lyche-numerical-linear-algebra_FO35602751.000\boldsymbol{L}:=\boldsymbol{D}^{-1} \boldsymbol{A}_{\boldsymbol{L}}lyche-numerical-linear-algebra_FO3560
lyche-numerical-linear-algebra_FO35612751.000\boldsymbol{R}:=\boldsymbol{D}^{-1} \boldsymbol{A}_{\boldsymbol{R}}lyche-numerical-linear-algebra_FO3561
lyche-numerical-linear-algebra_FO35622751.000(\boldsymbol{I}-\omega \boldsymbol{L}) \boldsymbol{x}_{k+1}=(\omega \boldsymbol{R}+(1-\omega) \boldsymbol{I}) \boldsymbol{x}_{k}+\omega \boldsymbol{D}^{-1} \boldsymbol{b}lyche-numerical-linear-algebra_FO3562
lyche-numerical-linear-algebra_FO35632751.000\boldsymbol{G}_{\omega}lyche-numerical-linear-algebra_FO3563
lyche-numerical-linear-algebra_FO35642751.000\boldsymbol{I}-\omega \boldsymbol{L}lyche-numerical-linear-algebra_FO3564
lyche-numerical-linear-algebra_FO35652751.000\omega \boldsymbol{R}+(1-\omega) \boldsymbol{I}lyche-numerical-linear-algebra_FO3565
lyche-numerical-linear-algebra_FO35662751.0001-\omegalyche-numerical-linear-algebra_FO3566
lyche-numerical-linear-algebra_FO35672751.000(1-\omega)^{n}lyche-numerical-linear-algebra_FO3567
lyche-numerical-linear-algebra_FO35682750.998\operatorname{det}\left(\boldsymbol{G}_{\omega}\right)=(1-\omega)^{n}lyche-numerical-linear-algebra_FO3568
lyche-numerical-linear-algebra_FO35692751.000|\lambda| \geq|1-\omega|lyche-numerical-linear-algebra_FO3569
lyche-numerical-linear-algebra_FO35702751.000\rho\left(\boldsymbol{G}_{\omega}\right) \geq|\omega-1|lyche-numerical-linear-algebra_FO3570
lyche-numerical-linear-algebra_FO35712751.000\rho\left(\boldsymbol{G}_{\omega}\right) \geq 1lyche-numerical-linear-algebra_FO3571
lyche-numerical-linear-algebra_FO35722751.000|\lambda|<1lyche-numerical-linear-algebra_FO3572
lyche-numerical-linear-algebra_FO35732751.000\boldsymbol{x}^{*} \boldsymbol{A} \boldsymbol{x}lyche-numerical-linear-algebra_FO3573
lyche-numerical-linear-algebra_FO35742751.000\boldsymbol{x}^{*} \boldsymbol{D} \boldsymbol{x}lyche-numerical-linear-algebra_FO3574
lyche-numerical-linear-algebra_FO35752751.000x \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO3575
lyche-numerical-linear-algebra_FO35762751.000a_{i i}=lyche-numerical-linear-algebra_FO3576
lyche-numerical-linear-algebra_FO35772751.000\boldsymbol{e}_{i}^{T} \boldsymbol{A} \boldsymbol{e}_{i}>0lyche-numerical-linear-algebra_FO3577
lyche-numerical-linear-algebra_FO35782751.000|\lambda| \leq 1lyche-numerical-linear-algebra_FO3578
lyche-numerical-linear-algebra_FO35792761.000\boldsymbol{G}_{\omega} \boldsymbol{x}=\lambda \boldsymbol{x}lyche-numerical-linear-algebra_FO3579
lyche-numerical-linear-algebra_FO35802761.000\boldsymbol{x}-\left(\omega^{-1} \boldsymbol{D}-\boldsymbol{A}_{\boldsymbol{L}}\right)^{-1} \boldsymbol{A} \boldsymbol{x}=\lambda \boldsymbol{x}lyche-numerical-linear-algebra_FO3580
lyche-numerical-linear-algebra_FO35812760.976\boldsymbol{A} \boldsymbol{x} \neq \mathbf{0}lyche-numerical-linear-algebra_FO3581
lyche-numerical-linear-algebra_FO35822760.976\lambda \neq 1lyche-numerical-linear-algebra_FO3582
lyche-numerical-linear-algebra_FO35832761.000(\boldsymbol{A} \boldsymbol{x})^{*} \boldsymbol{y}=\boldsymbol{y}^{*}\left(\omega^{-1} \boldsymbol{D}-\boldsymbol{A}_{\boldsymbol{L}}\right)^{*} \boldsymbol{y}=lyche-numerical-linear-algebra_FO3583
lyche-numerical-linear-algebra_FO35842761.000\boldsymbol{y}^{*}\left(\omega^{-1} \boldsymbol{D}-\boldsymbol{A}_{\boldsymbol{R}}\right) \boldsymbol{y}lyche-numerical-linear-algebra_FO3584
lyche-numerical-linear-algebra_FO35852761.000\boldsymbol{y}^{*}(\lambda \boldsymbol{A} \boldsymbol{x})=\boldsymbol{y}^{*} \boldsymbol{E} \boldsymbol{y}=\boldsymbol{y}^{*}\left(\omega^{-1} \boldsymbol{D}+\boldsymbol{A}_{\boldsymbol{R}}-\boldsymbol{D}\right) \boldsymbol{y}lyche-numerical-linear-algebra_FO3585
lyche-numerical-linear-algebra_FO35862761.000(\boldsymbol{A} \boldsymbol{x})^{*}=\boldsymbol{x}^{*} \boldsymbol{A}^{*}=\boldsymbol{x}^{*} \boldsymbol{A}, \boldsymbol{y}:=(1-\lambda) \boldsymbol{x}lyche-numerical-linear-algebra_FO3586
lyche-numerical-linear-algebra_FO35872761.000\boldsymbol{y}^{*}=(1-\bar{\lambda}) \boldsymbol{x}^{*}lyche-numerical-linear-algebra_FO3587
lyche-numerical-linear-algebra_FO35882760.997\boldsymbol{G}_{J}=\boldsymbol{I}-\boldsymbol{D}^{-1} \boldsymbol{A}=\boldsymbol{I}-\boldsymbol{A} / 4lyche-numerical-linear-algebra_FO3588
lyche-numerical-linear-algebra_FO35892771.000\rho\left(\boldsymbol{G}_{J}\right)=\cos (\pi h)<1lyche-numerical-linear-algebra_FO3589
lyche-numerical-linear-algebra_FO35902771.000\boldsymbol{G}_{J}lyche-numerical-linear-algebra_FO3590
lyche-numerical-linear-algebra_FO35912770.932\boldsymbol{x}_{k+1}=\boldsymbol{x}_{k}+\alpha \boldsymbol{r}_{k}lyche-numerical-linear-algebra_FO3591
lyche-numerical-linear-algebra_FO35922770.932\alpha=2 /\left(\lambda_{\text {max }}+\lambda_{\text {min }}\right)=1 / 4lyche-numerical-linear-algebra_FO3592
lyche-numerical-linear-algebra_FO35932771.000\kappalyche-numerical-linear-algebra_FO3593
lyche-numerical-linear-algebra_FO35942771.000\rho\left(\boldsymbol{G}_{\omega}\right)lyche-numerical-linear-algebra_FO3594
lyche-numerical-linear-algebra_FO35952771.000\omega \inlyche-numerical-linear-algebra_FO3595
lyche-numerical-linear-algebra_FO35962771.000\beta:=\rho\left(\boldsymbol{G}_{J}\right)=\cos (\pi h)lyche-numerical-linear-algebra_FO3596
lyche-numerical-linear-algebra_FO35972771.000\omega^{*}lyche-numerical-linear-algebra_FO3597
lyche-numerical-linear-algebra_FO35982771.000\omega=2lyche-numerical-linear-algebra_FO3598
lyche-numerical-linear-algebra_FO35992771.000\beta=\cos (\pi h)lyche-numerical-linear-algebra_FO3599
lyche-numerical-linear-algebra_FO36002770.998\rho\left(\boldsymbol{G}_{1}\right)=\beta^{2}=\rho\left(\boldsymbol{G}_{J}\right)^{2}=\cos ^{2}(\pi h)lyche-numerical-linear-algebra_FO3600
lyche-numerical-linear-algebra_FO36012770.999\rho\left(\boldsymbol{G}_{J}\right), \rho\left(\boldsymbol{G}_{1}\right)lyche-numerical-linear-algebra_FO3601
lyche-numerical-linear-algebra_FO36022770.999\rho\left(\boldsymbol{G}_{\omega^{*}}\right)=\omega^{*}-1lyche-numerical-linear-algebra_FO3602
lyche-numerical-linear-algebra_FO36032771.000\rho(\boldsymbol{G})^{k_{n}} \leqlyche-numerical-linear-algebra_FO3603
lyche-numerical-linear-algebra_FO36062781.000\boldsymbol{x}_{k}-\boldsymbol{x}=\boldsymbol{G}^{k}\left(\boldsymbol{x}_{0}-\boldsymbol{x}\right)lyche-numerical-linear-algebra_FO3606
lyche-numerical-linear-algebra_FO36072781.000\lim _{k \rightarrow \infty}\left\|\boldsymbol{G}^{k}\right\|^{1 / k}=lyche-numerical-linear-algebra_FO3607
lyche-numerical-linear-algebra_FO36082781.000\rho(\boldsymbol{G})lyche-numerical-linear-algebra_FO3608
lyche-numerical-linear-algebra_FO36092781.000\left\|\boldsymbol{G}_{J}^{k}\right\|_{2}=\rho\left(\boldsymbol{G}_{J}\right)^{k}lyche-numerical-linear-algebra_FO3609
lyche-numerical-linear-algebra_FO36102781.000\rho(\boldsymbol{G})=1-\etalyche-numerical-linear-algebra_FO3610
lyche-numerical-linear-algebra_FO36112781.0000<\eta<1lyche-numerical-linear-algebra_FO3611
lyche-numerical-linear-algebra_FO36122781.000s \in \mathbb{N}lyche-numerical-linear-algebra_FO3612
lyche-numerical-linear-algebra_FO36132781.000\rho(\boldsymbol{G})^{k} \leq 10^{-s}lyche-numerical-linear-algebra_FO3613
lyche-numerical-linear-algebra_FO36142791.000\tilde{k}lyche-numerical-linear-algebra_FO3614
lyche-numerical-linear-algebra_FO36152791.000\rho(\boldsymbol{G})^{k}=10^{-s}lyche-numerical-linear-algebra_FO3615
lyche-numerical-linear-algebra_FO36162791.000-\log (1-\eta) \approx \etalyche-numerical-linear-algebra_FO3616
lyche-numerical-linear-algebra_FO36172791.000\etalyche-numerical-linear-algebra_FO3617
lyche-numerical-linear-algebra_FO36182790.996\rho\left(\boldsymbol{G}_{J}\right)=\cos (\pi h)=1-\eta, \eta=1-\cos (\pi h)=\frac{1}{2} \pi^{2} h^{2}+O\left(h^{4}\right)=lyche-numerical-linear-algebra_FO3618
lyche-numerical-linear-algebra_FO36192791.000\frac{\pi^{2}}{2} / n+O\left(n^{-2}\right)lyche-numerical-linear-algebra_FO3619
lyche-numerical-linear-algebra_FO36202790.512\operatorname{GS}: \rho\left(\boldsymbol{G}_{1}\right)=\cos ^{2}(\pi h)=1-\eta, \eta=1-\cos ^{2}(\pi h)=\sin ^{2} \pi h=\pi^{2} h^{2}+lyche-numerical-linear-algebra_FO3620
lyche-numerical-linear-algebra_FO36212791.000O\left(h^{4}\right)=\pi^{2} / n+O\left(n^{-2}\right)lyche-numerical-linear-algebra_FO3621
lyche-numerical-linear-algebra_FO36222790.906\rho\left(\boldsymbol{G}_{\omega^{*}}\right)=\frac{1-\sin (\pi h)}{1+\sin (\pi h)}=1-2 \pi h+O\left(h^{2}\right)lyche-numerical-linear-algebra_FO3622
lyche-numerical-linear-algebra_FO36232791.000\boldsymbol{G}^{k}lyche-numerical-linear-algebra_FO3623
lyche-numerical-linear-algebra_FO36242790.998\lim _{k \rightarrow \infty}\left\|\boldsymbol{G}^{k}\right\|^{1 / k}=\rho(\boldsymbol{G})lyche-numerical-linear-algebra_FO3624
lyche-numerical-linear-algebra_FO36252791.000\left\|\boldsymbol{x}_{k+1}-\boldsymbol{x}_{k}\right\|lyche-numerical-linear-algebra_FO3625
lyche-numerical-linear-algebra_FO36262801.000\left\|\boldsymbol{x}_{k}-\boldsymbol{x}\right\|lyche-numerical-linear-algebra_FO3626
lyche-numerical-linear-algebra_FO36272801.000\|\boldsymbol{G}\|lyche-numerical-linear-algebra_FO3627
lyche-numerical-linear-algebra_FO36282801.000\boldsymbol{x}_{k}=\boldsymbol{G} \boldsymbol{x}_{k-1}+\boldsymbol{c}, \boldsymbol{x}=\boldsymbol{G} \boldsymbol{x}+\boldsymbol{c}lyche-numerical-linear-algebra_FO3628
lyche-numerical-linear-algebra_FO36292800.998(1-\|\boldsymbol{G}\|)\left\|\boldsymbol{x}_{k}-\boldsymbol{x}\right\| \leq\|\boldsymbol{G}\|\left\|\boldsymbol{x}_{k-1}-\boldsymbol{x}_{k}\right\|lyche-numerical-linear-algebra_FO3629
lyche-numerical-linear-algebra_FO36302800.997\boldsymbol{M} \boldsymbol{x}_{k+1}=\boldsymbol{M} \boldsymbol{x}_{k}-\boldsymbol{A} \boldsymbol{x}_{k}+\boldsymbol{b}lyche-numerical-linear-algebra_FO3630
lyche-numerical-linear-algebra_FO36312801.000\left\{\boldsymbol{A}^{k}\right\}lyche-numerical-linear-algebra_FO3631
lyche-numerical-linear-algebra_FO36322811.000\lim _{k \rightarrow \infty} \boldsymbol{A}^{k}=\mathbf{0}lyche-numerical-linear-algebra_FO3632
lyche-numerical-linear-algebra_FO36332811.000\rho(\boldsymbol{A})lyche-numerical-linear-algebra_FO3633
lyche-numerical-linear-algebra_FO36342810.913\rho(\boldsymbol{A})<1lyche-numerical-linear-algebra_FO3634
lyche-numerical-linear-algebra_FO36352811.000|\lambda| \geq 1lyche-numerical-linear-algebra_FO3635
lyche-numerical-linear-algebra_FO36362811.000\boldsymbol{A}^{k} \boldsymbol{x}=\lambda^{k} \boldsymbol{x}lyche-numerical-linear-algebra_FO3636
lyche-numerical-linear-algebra_FO36372811.000\left\|\boldsymbol{A}^{k}\right\|_{2} \geq\left\|\boldsymbol{A}^{k} \boldsymbol{x}\right\|_{2}=\left\|\lambda^{k} \boldsymbol{x}\right\|_{2}=|\lambda|^{k}lyche-numerical-linear-algebra_FO3637
lyche-numerical-linear-algebra_FO36382811.000\|\boldsymbol{A}\|<1lyche-numerical-linear-algebra_FO3638
lyche-numerical-linear-algebra_FO36392811.000\rho(\boldsymbol{A}) \leqlyche-numerical-linear-algebra_FO3639
lyche-numerical-linear-algebra_FO36402811.000\|\boldsymbol{A}\|lyche-numerical-linear-algebra_FO3640
lyche-numerical-linear-algebra_FO36412810.679\boldsymbol{A},\| \|lyche-numerical-linear-algebra_FO3641
lyche-numerical-linear-algebra_FO36422811.000\boldsymbol{X}:=[\boldsymbol{x}, \ldots, \boldsymbol{x}] \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO3642
lyche-numerical-linear-algebra_FO36432811.000\lambda \boldsymbol{X}=\boldsymbol{A} \boldsymbol{X}lyche-numerical-linear-algebra_FO3643
lyche-numerical-linear-algebra_FO36442811.000|\lambda|\|\boldsymbol{X}\|=lyche-numerical-linear-algebra_FO3644
lyche-numerical-linear-algebra_FO36452810.999\|\lambda \boldsymbol{X}\|=\|\boldsymbol{A} \boldsymbol{X}\| \leq\|\boldsymbol{A}\|\|\boldsymbol{X}\|lyche-numerical-linear-algebra_FO3645
lyche-numerical-linear-algebra_FO36462810.999\|\boldsymbol{X}\| \neq 0lyche-numerical-linear-algebra_FO3646
lyche-numerical-linear-algebra_FO36472810.999|\lambda| \leq\|\boldsymbol{A}\|lyche-numerical-linear-algebra_FO3647
lyche-numerical-linear-algebra_FO36482811.000\rho(\boldsymbol{A}) \leq\|\boldsymbol{A}\| \leq \rho(\boldsymbol{A})+\epsilonlyche-numerical-linear-algebra_FO3648
lyche-numerical-linear-algebra_FO36492811.000\boldsymbol{R}=\left[r_{i j}\right]lyche-numerical-linear-algebra_FO3649
lyche-numerical-linear-algebra_FO36502811.000\boldsymbol{U}^{*} \boldsymbol{A} \boldsymbol{U}=\boldsymbol{R}lyche-numerical-linear-algebra_FO3650
lyche-numerical-linear-algebra_FO36512811.000\boldsymbol{D}_{t}:=\operatorname{diag}\left(t, t^{2}, \ldots, t^{n}\right) \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO3651
lyche-numerical-linear-algebra_FO36522810.718(i, j)lyche-numerical-linear-algebra_FO3652
lyche-numerical-linear-algebra_FO36532810.718\boldsymbol{D}_{t} \boldsymbol{R} \boldsymbol{D}_{t}^{-1}lyche-numerical-linear-algebra_FO3653
lyche-numerical-linear-algebra_FO36542810.718t^{i-j} r_{i j}lyche-numerical-linear-algebra_FO3654
lyche-numerical-linear-algebra_FO36552810.877\|\boldsymbol{B}\|_{t}:=\left\|\boldsymbol{D}_{t} \boldsymbol{U}^{*} \boldsymbol{B} \boldsymbol{U} \boldsymbol{D}_{t}^{-1}\right\|_{1}lyche-numerical-linear-algebra_FO3655
lyche-numerical-linear-algebra_FO36562810.877\left\|\|_{t}\right.lyche-numerical-linear-algebra_FO3656
lyche-numerical-linear-algebra_FO36572811.000\|\boldsymbol{B}\|:=\|\boldsymbol{B}\|_{t}lyche-numerical-linear-algebra_FO3657
lyche-numerical-linear-algebra_FO36582821.000\lambda^{k}lyche-numerical-linear-algebra_FO3658
lyche-numerical-linear-algebra_FO36592821.000\rho(\boldsymbol{A})^{k}=\rho\left(\boldsymbol{A}^{k}\right) \leq\left\|\boldsymbol{A}^{k}\right\|lyche-numerical-linear-algebra_FO3659
lyche-numerical-linear-algebra_FO36602821.000\rho(\boldsymbol{A}) \leq\left\|\boldsymbol{A}^{k}\right\|^{1 / k}lyche-numerical-linear-algebra_FO3660
lyche-numerical-linear-algebra_FO36612821.000\boldsymbol{B}:=(\rho(\boldsymbol{A})+\epsilon)^{-1} \boldsymbol{A}lyche-numerical-linear-algebra_FO3661
lyche-numerical-linear-algebra_FO36622821.000\rho(\boldsymbol{B})=\rho(\boldsymbol{A}) /(\rho(\boldsymbol{A})+\epsilon)<1lyche-numerical-linear-algebra_FO3662
lyche-numerical-linear-algebra_FO36632821.000\left\|\boldsymbol{B}^{k}\right\| \rightarrow 0lyche-numerical-linear-algebra_FO3663
lyche-numerical-linear-algebra_FO36642821.000k \rightarrow \inftylyche-numerical-linear-algebra_FO3664
lyche-numerical-linear-algebra_FO36652821.000\left\|\boldsymbol{B}^{k}\right\|<1lyche-numerical-linear-algebra_FO3665
lyche-numerical-linear-algebra_FO36662821.000k \geq Nlyche-numerical-linear-algebra_FO3666
lyche-numerical-linear-algebra_FO36672821.000\rho(\boldsymbol{A}) \leq\left\|\boldsymbol{A}^{k}\right\|^{1 / k} \leq \rho(\boldsymbol{A})+\epsilonlyche-numerical-linear-algebra_FO3667
lyche-numerical-linear-algebra_FO36682821.000\sum_{k=0}^{\infty} \boldsymbol{A}_{k}lyche-numerical-linear-algebra_FO3668
lyche-numerical-linear-algebra_FO36692821.000\left\{\boldsymbol{S}_{m}\right\}lyche-numerical-linear-algebra_FO3669
lyche-numerical-linear-algebra_FO36702821.000\boldsymbol{S}_{m}=\sum_{k=0}^{m} \boldsymbol{A}_{k}lyche-numerical-linear-algebra_FO3670
lyche-numerical-linear-algebra_FO36712821.000\left\|\boldsymbol{S}_{l}-\boldsymbol{S}_{m}\right\|<\epsilonlyche-numerical-linear-algebra_FO3671
lyche-numerical-linear-algebra_FO36722821.000l>m \geq Nlyche-numerical-linear-algebra_FO3672
lyche-numerical-linear-algebra_FO36732821.000\sum_{k=0}^{\infty} \boldsymbol{B}^{k}lyche-numerical-linear-algebra_FO3673
lyche-numerical-linear-algebra_FO36742821.000\rho(\boldsymbol{B})<1lyche-numerical-linear-algebra_FO3674
lyche-numerical-linear-algebra_FO36752821.000(\boldsymbol{I}-\boldsymbol{B})lyche-numerical-linear-algebra_FO3675
lyche-numerical-linear-algebra_FO36762821.000(\boldsymbol{I}-\boldsymbol{B})^{-1}=\sum_{k=0}^{\infty} \boldsymbol{B}^{k}lyche-numerical-linear-algebra_FO3676
lyche-numerical-linear-algebra_FO36772821.000\|\boldsymbol{B}\|<1lyche-numerical-linear-algebra_FO3677
lyche-numerical-linear-algebra_FO36782831.000\boldsymbol{S}_{m}:=\sum_{k=0}^{m} \boldsymbol{B}^{k}lyche-numerical-linear-algebra_FO3678
lyche-numerical-linear-algebra_FO36792831.000l>mlyche-numerical-linear-algebra_FO3679
lyche-numerical-linear-algebra_FO36802831.000\frac{\|\boldsymbol{B}\|^{N+1}}{1-\|\boldsymbol{B}\|}<\epsilonlyche-numerical-linear-algebra_FO3680
lyche-numerical-linear-algebra_FO36812830.876\boldsymbol{S}_{m} \boldsymbol{x}=lyche-numerical-linear-algebra_FO3681
lyche-numerical-linear-algebra_FO36822831.000\sum_{k=0}^{m} \boldsymbol{B}^{k} \boldsymbol{x}=\left(\sum_{k=0}^{m} \lambda^{k}\right) \boldsymbol{x}lyche-numerical-linear-algebra_FO3682
lyche-numerical-linear-algebra_FO36832831.000\sum_{k=0}^{\infty} \lambda^{k}lyche-numerical-linear-algebra_FO3683
lyche-numerical-linear-algebra_FO36842831.000\left\{\boldsymbol{S}_{m} \boldsymbol{x}\right\}lyche-numerical-linear-algebra_FO3684
lyche-numerical-linear-algebra_FO36852831.000\boldsymbol{B}^{m+1} \rightarrow 0lyche-numerical-linear-algebra_FO3685
lyche-numerical-linear-algebra_FO36862830.947\left(\sum_{k=0}^{\infty} \boldsymbol{B}^{k}\right)(\boldsymbol{I}-\boldsymbol{B})=\boldsymbol{I}lyche-numerical-linear-algebra_FO3686
lyche-numerical-linear-algebra_FO36872830.999\left\|(\boldsymbol{I}-\boldsymbol{B})^{-1}\right\|=\left\|\sum_{k=0}^{\infty} \boldsymbol{B}^{k}\right\| \leq \sum_{k=0}^{\infty}\|\boldsymbol{B}\|^{k}=\frac{1}{1-\|\boldsymbol{B}\|}lyche-numerical-linear-algebra_FO3687
lyche-numerical-linear-algebra_FO36892830.546\boldsymbol{G}_{J} \boldsymbol{v}=\mu \boldsymbol{v}lyche-numerical-linear-algebra_FO3689
lyche-numerical-linear-algebra_FO36902831.000\boldsymbol{v}:=\operatorname{vec}(\boldsymbol{V}) \in \mathbb{R}^{m^{2}}lyche-numerical-linear-algebra_FO3690
lyche-numerical-linear-algebra_FO36912831.000v_{i, j}=0lyche-numerical-linear-algebra_FO3691
lyche-numerical-linear-algebra_FO36922831.000i \in\{0, m+1\}lyche-numerical-linear-algebra_FO3692
lyche-numerical-linear-algebra_FO36932831.000j \in\{0, m+1\}lyche-numerical-linear-algebra_FO3693
lyche-numerical-linear-algebra_FO36942830.588(\lambda, \boldsymbol{w})lyche-numerical-linear-algebra_FO3694
lyche-numerical-linear-algebra_FO36952830.588(12.21)(\boldsymbol{I}-\omega \boldsymbol{L})^{-1}(\omega \boldsymbol{R}+(1-lyche-numerical-linear-algebra_FO3695
lyche-numerical-linear-algebra_FO36962831.000\omega) \boldsymbol{I}) \boldsymbol{w}=\lambda \boldsymbol{w}lyche-numerical-linear-algebra_FO3696
lyche-numerical-linear-algebra_FO36972841.000\boldsymbol{w}=\operatorname{vec}(\boldsymbol{W})lyche-numerical-linear-algebra_FO3697
lyche-numerical-linear-algebra_FO36982841.000\boldsymbol{W} \in \mathbb{C}^{m \times m}lyche-numerical-linear-algebra_FO3698
lyche-numerical-linear-algebra_FO36992841.000w_{i, j}=0lyche-numerical-linear-algebra_FO3699
lyche-numerical-linear-algebra_FO37002840.430(\mu, \boldsymbol{v})lyche-numerical-linear-algebra_FO3700
lyche-numerical-linear-algebra_FO37012841.000\boldsymbol{v}=(\boldsymbol{V})lyche-numerical-linear-algebra_FO3701
lyche-numerical-linear-algebra_FO37022841.000v_{i, j}:=\lambda^{-(i+j) / 2} w_{i, j}lyche-numerical-linear-algebra_FO3702
lyche-numerical-linear-algebra_FO37032841.000w_{i, j}lyche-numerical-linear-algebra_FO3703
lyche-numerical-linear-algebra_FO37042841.000\lambda^{(i+j) / 2} v_{i, j}lyche-numerical-linear-algebra_FO3704
lyche-numerical-linear-algebra_FO37052841.000\lambda^{(i+j) / 2}lyche-numerical-linear-algebra_FO3705
lyche-numerical-linear-algebra_FO37062840.999\boldsymbol{v}=: \operatorname{vec}(\boldsymbol{V}), \boldsymbol{W}=\operatorname{vec}(\boldsymbol{W})lyche-numerical-linear-algebra_FO3706
lyche-numerical-linear-algebra_FO37072840.999w_{i, j}:=\lambda^{(i+j) / 2} v_{i, j}lyche-numerical-linear-algebra_FO3707
lyche-numerical-linear-algebra_FO37082841.000\lambda^{-(i+j) / 2}lyche-numerical-linear-algebra_FO3708
lyche-numerical-linear-algebra_FO37092841.000\omega \lambda^{1 / 2}lyche-numerical-linear-algebra_FO3709
lyche-numerical-linear-algebra_FO37102840.952\omega \mu \lambda^{1 / 2}=\lambda+\omega-1lyche-numerical-linear-algebra_FO3710
lyche-numerical-linear-algebra_FO37112840.952\lambda, \boldsymbol{w}lyche-numerical-linear-algebra_FO3711
lyche-numerical-linear-algebra_FO37122851.000\rho\left(\boldsymbol{G}_{\omega}\right)=|\lambda(\mu)|lyche-numerical-linear-algebra_FO3712
lyche-numerical-linear-algebra_FO37132851.000\lambda(\mu)lyche-numerical-linear-algebra_FO3713
lyche-numerical-linear-algebra_FO37142851.000\frac{1}{2} \cos (j \pi h)+\frac{1}{2} \cos (k \pi h)lyche-numerical-linear-algebra_FO3714
lyche-numerical-linear-algebra_FO37152851.000-\mulyche-numerical-linear-algebra_FO3715
lyche-numerical-linear-algebra_FO37162851.000\lambda=\lambda(\mu)lyche-numerical-linear-algebra_FO3716
lyche-numerical-linear-algebra_FO37172850.998d(0)=4>0lyche-numerical-linear-algebra_FO3717
lyche-numerical-linear-algebra_FO37182850.998d(2)=4 \mu^{2}-4<0lyche-numerical-linear-algebra_FO3718
lyche-numerical-linear-algebra_FO37192850.998\omega, \lambda(\mu)lyche-numerical-linear-algebra_FO3719
lyche-numerical-linear-algebra_FO37202850.618d(\omega)=0lyche-numerical-linear-algebra_FO3720
lyche-numerical-linear-algebra_FO37212851.000\tilde{\omega}(\mu)lyche-numerical-linear-algebra_FO3721
lyche-numerical-linear-algebra_FO37222851.000|\lambda(\mu)|lyche-numerical-linear-algebra_FO3722
lyche-numerical-linear-algebra_FO37232851.000\mu=\rho\left(\boldsymbol{G}_{J}\right)=: \betalyche-numerical-linear-algebra_FO3723
lyche-numerical-linear-algebra_FO37242850.9950<\omega \leq \tilde{\omega}(\beta)=\omega^{*}lyche-numerical-linear-algebra_FO3724
lyche-numerical-linear-algebra_FO37252851.000\rho\left(\boldsymbol{G}_{\omega}\right)=\omega-1lyche-numerical-linear-algebra_FO3725
lyche-numerical-linear-algebra_FO37262851.000\omega^{*}<\omega<2lyche-numerical-linear-algebra_FO3726
lyche-numerical-linear-algebra_FO37272851.0000<\omega<\omega^{*}lyche-numerical-linear-algebra_FO3727
lyche-numerical-linear-algebra_FO37282851.000\beta^{2}\left(\omega^{2} \beta^{2}-4 \omega+4\right)<\left(2-\omega \beta^{2}\right)^{2}lyche-numerical-linear-algebra_FO3728
lyche-numerical-linear-algebra_FO37292861.000a_{i i}=d \neq 0lyche-numerical-linear-algebra_FO3729
lyche-numerical-linear-algebra_FO37302861.000\alpha:=1 / dlyche-numerical-linear-algebra_FO3730
lyche-numerical-linear-algebra_FO37312861.000u_{j}lyche-numerical-linear-algebra_FO3731
lyche-numerical-linear-algebra_FO37322860.7660<\alpha<\min _{j}\left(2 u_{j} /\left|\lambda_{j}\right|^{2}\right)lyche-numerical-linear-algebra_FO3732
lyche-numerical-linear-algebra_FO37332861.000\boldsymbol{A}=\left[\begin{array}{ll}1 & 2 \\ 3 & 4\end{array}\right]lyche-numerical-linear-algebra_FO3733
lyche-numerical-linear-algebra_FO37342860.945\boldsymbol{A}:=\left[\begin{array}{ll}a_{11} & a_{12} \\ a_{21} & a_{22}\end{array}\right] \in \mathbb{R}^{2 \times 2}lyche-numerical-linear-algebra_FO3734
lyche-numerical-linear-algebra_FO37352861.000\left[\begin{array}{ccc}1 & a & a \\ a & 1 & a \\ a & a & 1\end{array}\right]lyche-numerical-linear-algebra_FO3735
lyche-numerical-linear-algebra_FO37362861.000-1 / 2<a<1lyche-numerical-linear-algebra_FO3736
lyche-numerical-linear-algebra_FO37372861.0001 / 2<a<1lyche-numerical-linear-algebra_FO3737
lyche-numerical-linear-algebra_FO37382860.995\boldsymbol{G}_{1}lyche-numerical-linear-algebra_FO3738
lyche-numerical-linear-algebra_FO37392860.924\boldsymbol{A}:=\left[\begin{array}{ccc}1 & 0 & 1 / 2 \\ 1 & 1 & 0 \\ -1 & 1 & 1\end{array}\right] .1lyche-numerical-linear-algebra_FO3739
lyche-numerical-linear-algebra_FO37402860.996\boldsymbol{G}_{1}:=\left[\begin{array}{ccc}0 & 0 & -1 / 2 \\ 0 & 0 & 1 / 2 \\ 0 & 0 & -1\end{array}\right]lyche-numerical-linear-algebra_FO3740
lyche-numerical-linear-algebra_FO37412861.000p(\lambda):=\operatorname{det}\left(\lambda \boldsymbol{I}-\boldsymbol{G}_{J}\right)=\lambda^{3}+\frac{1}{2} \lambda+\frac{1}{2}lyche-numerical-linear-algebra_FO3741
lyche-numerical-linear-algebra_FO37422860.997p(\lambda) \neq 0lyche-numerical-linear-algebra_FO3742
lyche-numerical-linear-algebra_FO37432861.000\left|a_{i i}\right|>\sum_{j \neq i}\left|a_{i j}\right|lyche-numerical-linear-algebra_FO3743
lyche-numerical-linear-algebra_FO37442871.000r:=\max _{i} r_{i}<1lyche-numerical-linear-algebra_FO3744
lyche-numerical-linear-algebra_FO37452871.000r_{i}=\sum_{j \neq i} \frac{\left|a_{i j}\right|}{\left|a_{i i}\right|}lyche-numerical-linear-algebra_FO3745
lyche-numerical-linear-algebra_FO37462871.000\left|\boldsymbol{\epsilon}_{k+1}(j)\right| \leq r\left\|\boldsymbol{\epsilon}_{k}\right\|_{\infty}lyche-numerical-linear-algebra_FO3746
lyche-numerical-linear-algebra_FO37472871.000j=1, \ldots, ilyche-numerical-linear-algebra_FO3747
lyche-numerical-linear-algebra_FO37482871.000a \inlyche-numerical-linear-algebra_FO3748
lyche-numerical-linear-algebra_FO37492871.000\boldsymbol{x}_{0}=\mathbf{0}lyche-numerical-linear-algebra_FO3749
lyche-numerical-linear-algebra_FO37502871.000\boldsymbol{x}=[1,1]^{T}lyche-numerical-linear-algebra_FO3750
lyche-numerical-linear-algebra_FO37512871.000|a|<1lyche-numerical-linear-algebra_FO3751
lyche-numerical-linear-algebra_FO37522871.000|a|>1lyche-numerical-linear-algebra_FO3752
lyche-numerical-linear-algebra_FO37532871.000\eta=1-|a|lyche-numerical-linear-algebra_FO3753
lyche-numerical-linear-algebra_FO37542870.999a=0.9lyche-numerical-linear-algebra_FO3754
lyche-numerical-linear-algebra_FO37552870.999s=16lyche-numerical-linear-algebra_FO3755
lyche-numerical-linear-algebra_FO37562871.000|a|^{k} \leq 10^{-16}lyche-numerical-linear-algebra_FO3756
lyche-numerical-linear-algebra_FO37572871.000\rho\left(\boldsymbol{G}_{J}\right)=1 / 2lyche-numerical-linear-algebra_FO3757
lyche-numerical-linear-algebra_FO37582871.000\boldsymbol{x}_{k}(1)=\boldsymbol{x}_{k}(2)=1-2^{-k}lyche-numerical-linear-algebra_FO3758
lyche-numerical-linear-algebra_FO37592871.000\boldsymbol{A}=\boldsymbol{I}-\boldsymbol{L}-\boldsymbol{L}^{T}lyche-numerical-linear-algebra_FO3759
lyche-numerical-linear-algebra_FO37602871.000l_{i, j}=0lyche-numerical-linear-algebra_FO3760
lyche-numerical-linear-algebra_FO37612871.000j>=ilyche-numerical-linear-algebra_FO3761
lyche-numerical-linear-algebra_FO37622871.000\boldsymbol{N}lyche-numerical-linear-algebra_FO3762
lyche-numerical-linear-algebra_FO37632871.000\boldsymbol{M}^{-1} \boldsymbol{N}lyche-numerical-linear-algebra_FO3763
lyche-numerical-linear-algebra_FO37642881.000\boldsymbol{x}=[x(1), x(2), \ldots, x(n)]^{T}lyche-numerical-linear-algebra_FO3764
lyche-numerical-linear-algebra_FO37652880.996i=1,2, \ldots, n-1, n, n, n-1, n-2, \ldots, 1lyche-numerical-linear-algebra_FO3765
lyche-numerical-linear-algebra_FO37662880.999\boldsymbol{b}:=[1,9,-2]^{T}lyche-numerical-linear-algebra_FO3766
lyche-numerical-linear-algebra_FO37672881.000\boldsymbol{x}_{0}=[1,1,1]^{t}lyche-numerical-linear-algebra_FO3767
lyche-numerical-linear-algebra_FO37682881.000\boldsymbol{x}_{1} \in \mathbb{R}^{3}lyche-numerical-linear-algebra_FO3768
lyche-numerical-linear-algebra_FO37692881.000\boldsymbol{E} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO3769
lyche-numerical-linear-algebra_FO37702881.000\rho\left(\boldsymbol{A}^{-1} \boldsymbol{E}\right)<1lyche-numerical-linear-algebra_FO3770
lyche-numerical-linear-algebra_FO37712890.998\lim _{k \rightarrow \infty} \|lyche-numerical-linear-algebra_FO3771
lyche-numerical-linear-algebra_FO37722891.000\boldsymbol{A}^{k} \|^{1 / k}=\rho(\boldsymbol{A})lyche-numerical-linear-algebra_FO3772
lyche-numerical-linear-algebra_FO37732891.000|\lambda|=\rho(\boldsymbol{A})<1lyche-numerical-linear-algebra_FO3773
lyche-numerical-linear-algebra_FO37742891.000(1, n)lyche-numerical-linear-algebra_FO3774
lyche-numerical-linear-algebra_FO37752891.000f(k):=\binom{k}{n-1} a^{n-1} \lambda^{k-n+1}lyche-numerical-linear-algebra_FO3775
lyche-numerical-linear-algebra_FO37762891.000k \geq n-1lyche-numerical-linear-algebra_FO3776
lyche-numerical-linear-algebra_FO37772891.000n=5lyche-numerical-linear-algebra_FO3777
lyche-numerical-linear-algebra_FO37782891.000f(k)lyche-numerical-linear-algebra_FO3778
lyche-numerical-linear-algebra_FO37792891.000\lambda=0.9, a=10lyche-numerical-linear-algebra_FO3779
lyche-numerical-linear-algebra_FO37802891.000n-1 \leq k \leq 200lyche-numerical-linear-algebra_FO3780
lyche-numerical-linear-algebra_FO37812891.000\max _{k} f(k)lyche-numerical-linear-algebra_FO3781
lyche-numerical-linear-algebra_FO37822891.000f(k)<10^{-8}lyche-numerical-linear-algebra_FO3782
lyche-numerical-linear-algebra_FO37832891.000\boldsymbol{E}:=(\boldsymbol{A}-\lambda \boldsymbol{I}) / alyche-numerical-linear-algebra_FO3783
lyche-numerical-linear-algebra_FO37842891.000\boldsymbol{E}^{k}=\left[\begin{array}{cc}\mathbf{0} & \boldsymbol{I}_{n-k} \\ \mathbf{0} & \mathbf{0}\end{array}\right]lyche-numerical-linear-algebra_FO3784
lyche-numerical-linear-algebra_FO37852891.000\boldsymbol{E}^{n}=\mathbf{0}lyche-numerical-linear-algebra_FO3785
lyche-numerical-linear-algebra_FO37862890.997\boldsymbol{A}^{k}=(a \boldsymbol{E}+\lambda \boldsymbol{I})^{k}=\sum_{j=0}^{\min \{k, n-1\}}\binom{k}{j} a^{j} \lambda^{k-j} \boldsymbol{E}^{j}lyche-numerical-linear-algebra_FO3786
lyche-numerical-linear-algebra_FO37872891.000\boldsymbol{A}^{n} \rightarrow \mathbf{0}lyche-numerical-linear-algebra_FO3787
lyche-numerical-linear-algebra_FO37882891.000\| \boldsymbol{A} \|<\rho(\boldsymbol{A})lyche-numerical-linear-algebra_FO3788
lyche-numerical-linear-algebra_FO37892900.969\kappa:=\frac{\lambda_{\text {max }}}{\lambda_{\text {min }}}lyche-numerical-linear-algebra_FO3789
lyche-numerical-linear-algebra_FO37902901.000\langle\boldsymbol{x}, \boldsymbol{y}\rangle=\boldsymbol{x}^{T} \boldsymbol{y}lyche-numerical-linear-algebra_FO3790
lyche-numerical-linear-algebra_FO37912901.000\|\boldsymbol{x}\|_{2}=\sqrt{\boldsymbol{x}^{T} \boldsymbol{x}}lyche-numerical-linear-algebra_FO3791
lyche-numerical-linear-algebra_FO37922911.000\boldsymbol{x}, \boldsymbol{y}, \boldsymbol{z} \inlyche-numerical-linear-algebra_FO3792
lyche-numerical-linear-algebra_FO37932911.000\langle\boldsymbol{x}, \boldsymbol{x}\rangle_{\boldsymbol{A}}=\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{x} \geq 0lyche-numerical-linear-algebra_FO3793
lyche-numerical-linear-algebra_FO37942911.000\langle\boldsymbol{x}, \boldsymbol{x}\rangle_{\boldsymbol{A}}=0lyche-numerical-linear-algebra_FO3794
lyche-numerical-linear-algebra_FO37952910.983\langle\boldsymbol{x}, \boldsymbol{y}\rangle_{\boldsymbol{A}}:=\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{y}=\left(\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{y}\right)^{T}=\boldsymbol{y}^{T} \boldsymbol{A}^{T} \boldsymbol{x}=\boldsymbol{y}^{T} \boldsymbol{A} \boldsymbol{x}=\langle\boldsymbol{y}, \boldsymbol{x}\rangle_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO3795
lyche-numerical-linear-algebra_FO37962911.000\langle\boldsymbol{x}+\boldsymbol{y}, \boldsymbol{z}\rangle_{\boldsymbol{A}}:=\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{z}+\boldsymbol{y}^{T} \boldsymbol{A} \boldsymbol{z}=\langle\boldsymbol{x}, \boldsymbol{z}\rangle_{\boldsymbol{A}}+\langle\boldsymbol{y}, \boldsymbol{z}\rangle_{\boldsymbol{A}}lyche-numerical-linear-algebra_FO3796
lyche-numerical-linear-algebra_FO37972911.000\boldsymbol{A} \in \mathbb{R}^{n \times n}, \boldsymbol{b} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO3797
lyche-numerical-linear-algebra_FO37982911.000c \in \mathbb{R}lyche-numerical-linear-algebra_FO3798
lyche-numerical-linear-algebra_FO37992911.000Q: \mathbb{R}^{n} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO3799
lyche-numerical-linear-algebra_FO38002911.000\boldsymbol{y}, \boldsymbol{h} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO3800
lyche-numerical-linear-algebra_FO38012911.000\varepsilon \in \mathbb{R}lyche-numerical-linear-algebra_FO3801
lyche-numerical-linear-algebra_FO38022910.996\boldsymbol{r}(\boldsymbol{y}):=\boldsymbol{b}-\boldsymbol{A} \boldsymbol{y}lyche-numerical-linear-algebra_FO3802
lyche-numerical-linear-algebra_FO38032911.000\boldsymbol{r}(\boldsymbol{y})=-\nabla Q(\boldsymbol{y})lyche-numerical-linear-algebra_FO3803
lyche-numerical-linear-algebra_FO38042911.000\nabla:=\left[\frac{\partial}{\partial y_{1}}, \ldots, \frac{\partial}{\partial y_{n}}\right]^{T}lyche-numerical-linear-algebra_FO3804
lyche-numerical-linear-algebra_FO38052910.998\boldsymbol{y}=\boldsymbol{x}, \varepsilon=1lyche-numerical-linear-algebra_FO3805
lyche-numerical-linear-algebra_FO38062910.998Q(\boldsymbol{x}+\boldsymbol{h})=lyche-numerical-linear-algebra_FO3806
lyche-numerical-linear-algebra_FO38072911.000Q(\boldsymbol{x})+\frac{1}{2} \boldsymbol{h}^{T} \boldsymbol{A} \boldsymbol{h}lyche-numerical-linear-algebra_FO3807
lyche-numerical-linear-algebra_FO38082911.000Q(\boldsymbol{x}+\boldsymbol{h})>Q(\boldsymbol{x})lyche-numerical-linear-algebra_FO3808
lyche-numerical-linear-algebra_FO38092910.982\boldsymbol{h} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO3809
lyche-numerical-linear-algebra_FO38102910.982\boldsymbol{A} \boldsymbol{x} \neq \boldsymbol{b}lyche-numerical-linear-algebra_FO3810
lyche-numerical-linear-algebra_FO38112921.000\boldsymbol{h}:=\boldsymbol{r}(\boldsymbol{x})lyche-numerical-linear-algebra_FO3811
lyche-numerical-linear-algebra_FO38122921.000Q(\boldsymbol{x}+\varepsilon \boldsymbol{h})-Q(\boldsymbol{x})=-\varepsilon\left(\boldsymbol{h}^{T} \boldsymbol{r}(x)-\frac{1}{2} \varepsilon \boldsymbol{h}^{T} \boldsymbol{A} \boldsymbol{h}\right)<0lyche-numerical-linear-algebra_FO3812
lyche-numerical-linear-algebra_FO38132921.000\boldsymbol{x}_{0} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO3813
lyche-numerical-linear-algebra_FO38142921.000\alpha_{k}lyche-numerical-linear-algebra_FO3814
lyche-numerical-linear-algebra_FO38152921.000\boldsymbol{x}_{k+1}=\boldsymbol{x}_{k}+\alpha_{k} \boldsymbol{p}_{k}lyche-numerical-linear-algebra_FO3815
lyche-numerical-linear-algebra_FO38162930.999Q\left(\boldsymbol{x}_{k+1}\right)lyche-numerical-linear-algebra_FO3816
lyche-numerical-linear-algebra_FO38172931.000Q\left(\boldsymbol{x}_{k}+\alpha \boldsymbol{p}_{k}\right)=Q\left(\boldsymbol{x}_{k}\right)-\alpha \boldsymbol{p}_{k}^{T} \boldsymbol{r}_{k}+\frac{1}{2} \alpha^{2} \boldsymbol{p}_{k}^{T} \boldsymbol{A} \boldsymbol{p}_{k}lyche-numerical-linear-algebra_FO3817
lyche-numerical-linear-algebra_FO38182931.000\boldsymbol{r}_{k}:=lyche-numerical-linear-algebra_FO3818
lyche-numerical-linear-algebra_FO38192931.000\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO3819
lyche-numerical-linear-algebra_FO38202931.000\boldsymbol{p}_{k}^{T} \boldsymbol{A} \boldsymbol{p}_{k} \geq 0lyche-numerical-linear-algebra_FO3820
lyche-numerical-linear-algebra_FO38212931.000\frac{\partial}{\partial \alpha} Q\left(\boldsymbol{x}_{k}+\alpha \boldsymbol{p}_{k}\right)=0lyche-numerical-linear-algebra_FO3821
lyche-numerical-linear-algebra_FO38222931.000\boldsymbol{p}_{k}=\boldsymbol{r}_{k}lyche-numerical-linear-algebra_FO3822
lyche-numerical-linear-algebra_FO38232931.000k=0,1,2 \ldotslyche-numerical-linear-algebra_FO3823
lyche-numerical-linear-algebra_FO38242931.000\boldsymbol{r}_{k+1}^{T} \boldsymbol{r}_{k}=\left(\boldsymbol{r}_{k}-\alpha_{k} \boldsymbol{A} \boldsymbol{r}_{k}\right)^{T} \boldsymbol{r}_{k}=0lyche-numerical-linear-algebra_FO3824
lyche-numerical-linear-algebra_FO38252931.000\alpha_{k}=lyche-numerical-linear-algebra_FO3825
lyche-numerical-linear-algebra_FO38262930.887\frac{\boldsymbol{r}_{k}^{T} \boldsymbol{r}_{k}}{\boldsymbol{r}_{k}^{T} \boldsymbol{A} \boldsymbol{r}_{k}}lyche-numerical-linear-algebra_FO3826
lyche-numerical-linear-algebra_FO38272931.000\boldsymbol{x}_{0}=[-1,-1 / 2]^{T}lyche-numerical-linear-algebra_FO3827
lyche-numerical-linear-algebra_FO38282931.000\boldsymbol{r}_{0}=-\boldsymbol{A} \boldsymbol{x}_{0}=[3 / 2,0]^{T}lyche-numerical-linear-algebra_FO3828
lyche-numerical-linear-algebra_FO38292941.000k \geq 1lyche-numerical-linear-algebra_FO3829
lyche-numerical-linear-algebra_FO38302941.000\alpha_{k}=1 / 2lyche-numerical-linear-algebra_FO3830
lyche-numerical-linear-algebra_FO38312941.000\left\|\boldsymbol{x}_{j+1}\right\|_{2} /\left\|\boldsymbol{x}_{j}\right\|=\left\|\boldsymbol{r}_{j+1}\right\|_{2} /\left\|\boldsymbol{r}_{j}\right\|_{2}=1 / 2lyche-numerical-linear-algebra_FO3831
lyche-numerical-linear-algebra_FO38322941.000\boldsymbol{p}_{i}^{T} \boldsymbol{A} \boldsymbol{p}_{j}=0lyche-numerical-linear-algebra_FO3832
lyche-numerical-linear-algebra_FO38332941.000\boldsymbol{r}_{0}=lyche-numerical-linear-algebra_FO3833
lyche-numerical-linear-algebra_FO38342941.000\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}_{0}=\mathbf{0}lyche-numerical-linear-algebra_FO3834
lyche-numerical-linear-algebra_FO38352941.000\boldsymbol{r}_{1}^{T} \boldsymbol{r}_{0}=0lyche-numerical-linear-algebra_FO3835
lyche-numerical-linear-algebra_FO38362941.000\boldsymbol{p}_{0}:=\boldsymbol{r}_{0}lyche-numerical-linear-algebra_FO3836
lyche-numerical-linear-algebra_FO38372941.000j \geq 0lyche-numerical-linear-algebra_FO3837
lyche-numerical-linear-algebra_FO38382941.000\boldsymbol{p}_{j}lyche-numerical-linear-algebra_FO3838
lyche-numerical-linear-algebra_FO38392940.999\boldsymbol{r}_{0}, \ldots, \boldsymbol{r}_{j}lyche-numerical-linear-algebra_FO3839
lyche-numerical-linear-algebra_FO38402941.000\alpha_{j}lyche-numerical-linear-algebra_FO3840
lyche-numerical-linear-algebra_FO38412951.000\boldsymbol{x}_{j}lyche-numerical-linear-algebra_FO3841
lyche-numerical-linear-algebra_FO38422951.000\boldsymbol{r}_{j} \neq 0lyche-numerical-linear-algebra_FO3842
lyche-numerical-linear-algebra_FO38432951.000\boldsymbol{r}_{i}^{T} \boldsymbol{r}_{j}=0lyche-numerical-linear-algebra_FO3843
lyche-numerical-linear-algebra_FO38442951.000i, j=0,1, \ldots, k, i \neq jlyche-numerical-linear-algebra_FO3844
lyche-numerical-linear-algebra_FO38452951.000\boldsymbol{r}_{k+1}^{T} \boldsymbol{r}_{j}=0lyche-numerical-linear-algebra_FO3845
lyche-numerical-linear-algebra_FO38462951.000j=0,1, \ldots, klyche-numerical-linear-algebra_FO3846
lyche-numerical-linear-algebra_FO38472951.000\boldsymbol{r}_{j}lyche-numerical-linear-algebra_FO3847
lyche-numerical-linear-algebra_FO38482951.000j \leq klyche-numerical-linear-algebra_FO3848
lyche-numerical-linear-algebra_FO38492951.000\boldsymbol{p}_{k}^{T} \boldsymbol{A} \boldsymbol{p}_{i}=0lyche-numerical-linear-algebra_FO3849
lyche-numerical-linear-algebra_FO38502951.000i<klyche-numerical-linear-algebra_FO3850
lyche-numerical-linear-algebra_FO38512951.000\boldsymbol{r}_{k+1}lyche-numerical-linear-algebra_FO3851
lyche-numerical-linear-algebra_FO38522951.000j<klyche-numerical-linear-algebra_FO3852
lyche-numerical-linear-algebra_FO38532951.000\operatorname{dim} \mathbb{R}^{n}=nlyche-numerical-linear-algebra_FO3853
lyche-numerical-linear-algebra_FO38542951.000\boldsymbol{r}_{0}, \ldots, \boldsymbol{r}_{n}lyche-numerical-linear-algebra_FO3854
lyche-numerical-linear-algebra_FO38552951.000\boldsymbol{r}_{k}=0lyche-numerical-linear-algebra_FO3855
lyche-numerical-linear-algebra_FO38562951.000j=k+1lyche-numerical-linear-algebra_FO3856
lyche-numerical-linear-algebra_FO38572951.000\boldsymbol{p}_{k+1}=\boldsymbol{r}_{k+1}+\beta_{k} \boldsymbol{p}_{k}lyche-numerical-linear-algebra_FO3857
lyche-numerical-linear-algebra_FO38582951.000\boldsymbol{x}_{0}, \boldsymbol{p}_{0}=\boldsymbol{r}_{0}=lyche-numerical-linear-algebra_FO3858
lyche-numerical-linear-algebra_FO38592951.000\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}_{0}lyche-numerical-linear-algebra_FO3859
lyche-numerical-linear-algebra_FO38602961.000\left[\begin{array}{cc}2 & -1 \\ -1 & 2\end{array}\right]\left[\begin{array}{l}x_{1} \\ x_{2}\end{array}\right]=\left[\begin{array}{l}0 \\ 0\end{array}\right]lyche-numerical-linear-algebra_FO3860
lyche-numerical-linear-algebra_FO38612961.000\boldsymbol{x}_{0}=\left[\begin{array}{c}-1 \\ -1 / 2\end{array}\right]lyche-numerical-linear-algebra_FO3861
lyche-numerical-linear-algebra_FO38622961.000\boldsymbol{p}_{0}=\boldsymbol{r}_{0}=\left[\begin{array}{c}3 / 2 \\ 0\end{array}\right]lyche-numerical-linear-algebra_FO3862
lyche-numerical-linear-algebra_FO38632961.000\boldsymbol{x}_{2}lyche-numerical-linear-algebra_FO3863
lyche-numerical-linear-algebra_FO38642960.969\left\|\boldsymbol{r}_{k}\right\|_{2} /\|\boldsymbol{b}\|_{2} \leqlyche-numerical-linear-algebra_FO3864
lyche-numerical-linear-algebra_FO38652970.803k>lyche-numerical-linear-algebra_FO3865
lyche-numerical-linear-algebra_FO38662970.996(\boldsymbol{t}=\boldsymbol{A} \boldsymbol{p})lyche-numerical-linear-algebra_FO3866
lyche-numerical-linear-algebra_FO38672971.000\left(\boldsymbol{p}^{T} \boldsymbol{t}\right.lyche-numerical-linear-algebra_FO3867
lyche-numerical-linear-algebra_FO38682971.000\left.\boldsymbol{r}^{T} \boldsymbol{r}\right)lyche-numerical-linear-algebra_FO3868
lyche-numerical-linear-algebra_FO38692970.758\boldsymbol{x}=\boldsymbol{x}+a \boldsymbol{p}, \boldsymbol{r}=\boldsymbol{r}-a \boldsymbol{t}lyche-numerical-linear-algebra_FO3869
lyche-numerical-linear-algebra_FO38702970.758\boldsymbol{p}=\boldsymbol{r}+lyche-numerical-linear-algebra_FO3870
lyche-numerical-linear-algebra_FO38712971.000\boldsymbol{t}=\boldsymbol{A} \boldsymbol{p}lyche-numerical-linear-algebra_FO3871
lyche-numerical-linear-algebra_FO38722971.000\boldsymbol{T}_{2}:=\boldsymbol{T}_{1} \otimes \boldsymbol{I}+\boldsymbol{I} \otimes \boldsymbol{T}_{1}lyche-numerical-linear-algebra_FO3872
lyche-numerical-linear-algebra_FO38732971.000\boldsymbol{T}_{1}:=\operatorname{tridiag}_{m}(a, d, a) \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO3873
lyche-numerical-linear-algebra_FO38742971.000\boldsymbol{f}=[1, \ldots, 1]^{T} \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO3874
lyche-numerical-linear-algebra_FO38752971.000a=1 / 9, d=5 / 18lyche-numerical-linear-algebra_FO3875
lyche-numerical-linear-algebra_FO38762971.000a=-1, d=2lyche-numerical-linear-algebra_FO3876
lyche-numerical-linear-algebra_FO38772971.000O(5 n)lyche-numerical-linear-algebra_FO3877
lyche-numerical-linear-algebra_FO38782971.000\boldsymbol{t}lyche-numerical-linear-algebra_FO3878
lyche-numerical-linear-algebra_FO38792981.000\boldsymbol{V}, \boldsymbol{R}, \boldsymbol{P}, \boldsymbol{B}, \boldsymbol{T} \inlyche-numerical-linear-algebra_FO3879
lyche-numerical-linear-algebra_FO38802981.000\boldsymbol{x}=\operatorname{vec}(\boldsymbol{V}), \boldsymbol{r}=\operatorname{vec}(\boldsymbol{R}), \boldsymbol{p}=\operatorname{vec}(\boldsymbol{P}), \boldsymbol{t}=\operatorname{vec}(\boldsymbol{T})lyche-numerical-linear-algebra_FO3880
lyche-numerical-linear-algebra_FO38812981.000h^{2} \boldsymbol{f}=\operatorname{vec}(\boldsymbol{B})lyche-numerical-linear-algebra_FO3881
lyche-numerical-linear-algebra_FO38822981.000\boldsymbol{T}_{2} \boldsymbol{x}=h^{2} \boldsymbol{f} \Longleftrightarrow \boldsymbol{T}_{1} \boldsymbol{V}+\boldsymbol{V} \boldsymbol{T}_{1}=\boldsymbol{B}lyche-numerical-linear-algebra_FO3882
lyche-numerical-linear-algebra_FO38832981.000\boldsymbol{t}=\boldsymbol{T}_{2} \boldsymbol{p} \Longleftrightarrow \boldsymbol{T}=\boldsymbol{T}_{1} \boldsymbol{P}+\boldsymbol{P} \boldsymbol{T}_{1}lyche-numerical-linear-algebra_FO3883
lyche-numerical-linear-algebra_FO38842980.958t o l=10^{-8}lyche-numerical-linear-algebra_FO3884
lyche-numerical-linear-algebra_FO38852981.000K / \sqrt{n}lyche-numerical-linear-algebra_FO3885
lyche-numerical-linear-algebra_FO38862991.000\|\boldsymbol{x}\|_{\boldsymbol{A}}:=\sqrt{\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{x}}lyche-numerical-linear-algebra_FO3886
lyche-numerical-linear-algebra_FO38872990.995\kappa=\operatorname{cond}_{2}(\boldsymbol{A}):=\lambda_{\text {max }} / \lambda_{\text {min }}lyche-numerical-linear-algebra_FO3887
lyche-numerical-linear-algebra_FO38882991.000\frac{\kappa-1}{\kappa+1}<1lyche-numerical-linear-algebra_FO3888
lyche-numerical-linear-algebra_FO38892991.000\frac{\kappa-1}{\kappa+1}lyche-numerical-linear-algebra_FO3889
lyche-numerical-linear-algebra_FO38903001.000d=5 / 18, a=1 / 9lyche-numerical-linear-algebra_FO3890
lyche-numerical-linear-algebra_FO38913000.999\lambda_{\text {max }}=\frac{5}{9}+\frac{4}{9} \cos (\pi h)lyche-numerical-linear-algebra_FO3891
lyche-numerical-linear-algebra_FO38923000.999\lambda_{\text {min }}=\frac{5}{9}-\frac{4}{9} \cos (\pi h)lyche-numerical-linear-algebra_FO3892
lyche-numerical-linear-algebra_FO38933001.000\mathbb{W}_{0}=\{\mathbf{0}\}lyche-numerical-linear-algebra_FO3893
lyche-numerical-linear-algebra_FO38943011.000\operatorname{dim}\left(\mathbb{W}_{k}\right) \leq klyche-numerical-linear-algebra_FO3894
lyche-numerical-linear-algebra_FO38953011.000\boldsymbol{v} \in \mathbb{W}_{k}lyche-numerical-linear-algebra_FO3895
lyche-numerical-linear-algebra_FO38963011.000\boldsymbol{A} \boldsymbol{v} \in \mathbb{W}_{k+1}lyche-numerical-linear-algebra_FO3896
lyche-numerical-linear-algebra_FO38973011.000\boldsymbol{p}_{0}=\boldsymbol{r}_{0}lyche-numerical-linear-algebra_FO3897
lyche-numerical-linear-algebra_FO38983011.000\boldsymbol{r}_{k+1}=\boldsymbol{r}_{k}-\alpha_{k} \boldsymbol{A} \boldsymbol{p}_{k} \in \mathbb{W}_{k+2}, \boldsymbol{p}_{k+1}=\boldsymbol{r}_{k+1}+\beta_{k} \boldsymbol{p}_{k} \inlyche-numerical-linear-algebra_FO3898
lyche-numerical-linear-algebra_FO38993010.995\mathbb{W}_{k+2}lyche-numerical-linear-algebra_FO3899
lyche-numerical-linear-algebra_FO39003010.995\boldsymbol{x}_{k+1}-\boldsymbol{x}_{0} \stackrel{\text { (13.12) }}{=} \boldsymbol{x}_{k}-\boldsymbol{x}_{0}+\alpha_{k} \boldsymbol{p}_{k} \in \mathbb{W}_{k+1}lyche-numerical-linear-algebra_FO3900
lyche-numerical-linear-algebra_FO39013010.984\boldsymbol{w} \in \mathbb{W}_{k}lyche-numerical-linear-algebra_FO3901
lyche-numerical-linear-algebra_FO39023011.000\left\{\boldsymbol{r}_{0}, \boldsymbol{r}_{1}, \ldots, \boldsymbol{r}_{k-1}\right\}lyche-numerical-linear-algebra_FO3902
lyche-numerical-linear-algebra_FO39033011.000\left\{\boldsymbol{p}_{0}, \boldsymbol{p}_{1}, \ldots, \boldsymbol{p}_{k-1}\right\}lyche-numerical-linear-algebra_FO3903
lyche-numerical-linear-algebra_FO39043010.995\boldsymbol{u}:=\boldsymbol{x}_{k}-\boldsymbol{x}_{0}-\boldsymbol{w}lyche-numerical-linear-algebra_FO3904
lyche-numerical-linear-algebra_FO39053010.995\boldsymbol{u} \in \mathbb{W}_{k}lyche-numerical-linear-algebra_FO3905
lyche-numerical-linear-algebra_FO39063011.000\left\langle\boldsymbol{x}-\boldsymbol{x}_{k}, \boldsymbol{u}\right\rangle=\boldsymbol{r}_{k}^{T} \boldsymbol{u}=0lyche-numerical-linear-algebra_FO3906
lyche-numerical-linear-algebra_FO39073011.000\boldsymbol{u}=\mathbf{0}lyche-numerical-linear-algebra_FO3907
lyche-numerical-linear-algebra_FO39083011.000\boldsymbol{x}_{0} \neq \mathbf{0}lyche-numerical-linear-algebra_FO3908
lyche-numerical-linear-algebra_FO39093011.000\boldsymbol{x}-\boldsymbol{x}_{k}=\left(\boldsymbol{x}-\boldsymbol{x}_{0}\right)-lyche-numerical-linear-algebra_FO3909
lyche-numerical-linear-algebra_FO39103011.000\left(\boldsymbol{x}_{k}-\boldsymbol{x}_{0}\right)lyche-numerical-linear-algebra_FO3910
lyche-numerical-linear-algebra_FO39113011.000\boldsymbol{x}_{k}-\boldsymbol{x}_{0}lyche-numerical-linear-algebra_FO3911
lyche-numerical-linear-algebra_FO39123011.000p(t):=\sum_{j=0}^{m} a_{j} t^{m}lyche-numerical-linear-algebra_FO3912
lyche-numerical-linear-algebra_FO39133010.808p(\boldsymbol{A}):=a_{0} \boldsymbol{I}+a_{1} \boldsymbol{A}+\cdots+a_{m} \boldsymbol{A}^{m}lyche-numerical-linear-algebra_FO3913
lyche-numerical-linear-algebra_FO39143010.979\left(p\left(\lambda_{j}\right), \boldsymbol{u}_{j}\right)lyche-numerical-linear-algebra_FO3914
lyche-numerical-linear-algebra_FO39153010.979p(\boldsymbol{A})lyche-numerical-linear-algebra_FO3915
lyche-numerical-linear-algebra_FO39163010.991\left(\lambda_{j}, \boldsymbol{u}_{j}\right), j=1,2, \ldots, nlyche-numerical-linear-algebra_FO3916
lyche-numerical-linear-algebra_FO39173011.000\boldsymbol{r}_{0}:=\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}_{0}lyche-numerical-linear-algebra_FO3917
lyche-numerical-linear-algebra_FO39183021.000P(t):=\sum_{j=0}^{k-1} a_{j} t^{k-1}lyche-numerical-linear-algebra_FO3918
lyche-numerical-linear-algebra_FO39193021.000\boldsymbol{w}=P(\boldsymbol{A}) \boldsymbol{r}_{0}lyche-numerical-linear-algebra_FO3919
lyche-numerical-linear-algebra_FO39203021.000\sum_{j=1}^{n} \sigma_{j} \boldsymbol{u}_{j}lyche-numerical-linear-algebra_FO3920
lyche-numerical-linear-algebra_FO39213021.000\boldsymbol{w}=a_{0} \boldsymbol{r}_{0}+a_{1} \boldsymbol{A} \boldsymbol{r}_{0}+\cdots+a_{k-1} \boldsymbol{A}^{k-1} \boldsymbol{r}_{0}lyche-numerical-linear-algebra_FO3921
lyche-numerical-linear-algebra_FO39223021.000a_{0}, \ldots, a_{k-1}lyche-numerical-linear-algebra_FO3922
lyche-numerical-linear-algebra_FO39233021.000\boldsymbol{x}-\boldsymbol{x}_{0}-P(\boldsymbol{A}) \boldsymbol{r}_{0}=\boldsymbol{A}^{-1}\left(\boldsymbol{r}_{0}-\right.lyche-numerical-linear-algebra_FO3923
lyche-numerical-linear-algebra_FO39243021.000\boldsymbol{A} P(\boldsymbol{A})) \boldsymbol{r}_{0}=\boldsymbol{A}^{-1} Q(\boldsymbol{A}) \boldsymbol{r}_{0}lyche-numerical-linear-algebra_FO3924
lyche-numerical-linear-algebra_FO39253021.000\boldsymbol{A}\left(\boldsymbol{x}-\boldsymbol{x}_{0}-P(\boldsymbol{A}) \boldsymbol{r}_{0}\right)=Q(\boldsymbol{A}) \boldsymbol{r}_{0}lyche-numerical-linear-algebra_FO3925
lyche-numerical-linear-algebra_FO39263021.000\boldsymbol{r}_{0}lyche-numerical-linear-algebra_FO3926
lyche-numerical-linear-algebra_FO39273030.9780<a<blyche-numerical-linear-algebra_FO3927
lyche-numerical-linear-algebra_FO39283030.978Alyche-numerical-linear-algebra_FO3928
lyche-numerical-linear-algebra_FO39293031.000\Pi_{k}lyche-numerical-linear-algebra_FO3929
lyche-numerical-linear-algebra_FO39303031.000\leq klyche-numerical-linear-algebra_FO3930
lyche-numerical-linear-algebra_FO39313030.998Q(t)=1lyche-numerical-linear-algebra_FO3931
lyche-numerical-linear-algebra_FO39323030.998P(\boldsymbol{A})=\mathbf{0}lyche-numerical-linear-algebra_FO3932
lyche-numerical-linear-algebra_FO39333030.998\| \boldsymbol{x}-lyche-numerical-linear-algebra_FO3933
lyche-numerical-linear-algebra_FO39343030.969\boldsymbol{x}_{0} \|_{\boldsymbol{A}}^{2}=\sum_{j=1}^{n} \frac{\sigma_{j}^{2}}{\lambda_{j}}lyche-numerical-linear-algebra_FO3934
lyche-numerical-linear-algebra_FO39353031.000Q \in \Pi_{k}lyche-numerical-linear-algebra_FO3935
lyche-numerical-linear-algebra_FO39363031.000Q(0)=1lyche-numerical-linear-algebra_FO3936
lyche-numerical-linear-algebra_FO39373030.999\kappa=\lambda_{\text {max }} / \lambda_{\text {min }}lyche-numerical-linear-algebra_FO3937
lyche-numerical-linear-algebra_FO39383031.000y=1 / xlyche-numerical-linear-algebra_FO3938
lyche-numerical-linear-algebra_FO39393031.0002^{k} / k!=2, k=1,2lyche-numerical-linear-algebra_FO3939
lyche-numerical-linear-algebra_FO39403031.0002^{k} / k!<2lyche-numerical-linear-algebra_FO3940
lyche-numerical-linear-algebra_FO39413031.000k>2lyche-numerical-linear-algebra_FO3941
lyche-numerical-linear-algebra_FO39423041.000c \notin[a, b]lyche-numerical-linear-algebra_FO3942
lyche-numerical-linear-algebra_FO39433041.000\mathcal{S}_{k}lyche-numerical-linear-algebra_FO3943
lyche-numerical-linear-algebra_FO39443041.000Q(c)=1lyche-numerical-linear-algebra_FO3944
lyche-numerical-linear-algebra_FO39453041.000Q^{*} \in \mathcal{S}_{k}lyche-numerical-linear-algebra_FO3945
lyche-numerical-linear-algebra_FO39463041.000Q^{*}lyche-numerical-linear-algebra_FO3946
lyche-numerical-linear-algebra_FO39473041.000T_{n}lyche-numerical-linear-algebra_FO3947
lyche-numerical-linear-algebra_FO39483040.999T_{0}(t)=1lyche-numerical-linear-algebra_FO3948
lyche-numerical-linear-algebra_FO39493040.999T_{1}(t)=tlyche-numerical-linear-algebra_FO3949
lyche-numerical-linear-algebra_FO39503040.999T_{2}(t)=2 t^{2}-1, T_{3}(t)=4 t^{3}-3 tlyche-numerical-linear-algebra_FO3950
lyche-numerical-linear-algebra_FO39513041.000T_{n}(t)=\cos (n \arccos t)lyche-numerical-linear-algebra_FO3951
lyche-numerical-linear-algebra_FO39523041.000t \in[-1,1]lyche-numerical-linear-algebra_FO3952
lyche-numerical-linear-algebra_FO39533041.000T_{n}(t)=\frac{1}{2}\left[\left(t+\sqrt{t^{2}-1}\right)^{n}+\left(t+\sqrt{t^{2}-1}\right)^{-n}\right]lyche-numerical-linear-algebra_FO3953
lyche-numerical-linear-algebra_FO39543041.000|t| \geq 1lyche-numerical-linear-algebra_FO3954
lyche-numerical-linear-algebra_FO39553041.000P_{n}(t)=\cos (n \arccos t)lyche-numerical-linear-algebra_FO3955
lyche-numerical-linear-algebra_FO39563041.000P_{n}(t)=\cos n \philyche-numerical-linear-algebra_FO3956
lyche-numerical-linear-algebra_FO39573041.000t=\cos \philyche-numerical-linear-algebra_FO3957
lyche-numerical-linear-algebra_FO39583041.000P_{n}lyche-numerical-linear-algebra_FO3958
lyche-numerical-linear-algebra_FO39593041.000P_{0}=T_{0}lyche-numerical-linear-algebra_FO3959
lyche-numerical-linear-algebra_FO39603041.000P_{1}=T_{1}lyche-numerical-linear-algebra_FO3960
lyche-numerical-linear-algebra_FO39613041.000P_{n}=T_{n}lyche-numerical-linear-algebra_FO3961
lyche-numerical-linear-algebra_FO39623041.000x_{n}:=T_{n}(t)lyche-numerical-linear-algebra_FO3962
lyche-numerical-linear-algebra_FO39633050.711x_{n}=z^{n}lyche-numerical-linear-algebra_FO3963
lyche-numerical-linear-algebra_FO39643050.711z^{n+1}-lyche-numerical-linear-algebra_FO3964
lyche-numerical-linear-algebra_FO39653051.0002 t z^{n}+z^{n-1}=0lyche-numerical-linear-algebra_FO3965
lyche-numerical-linear-algebra_FO39663051.000z^{2}-2 t z+1=0lyche-numerical-linear-algebra_FO3966
lyche-numerical-linear-algebra_FO39673051.000z_{1}^{n}, z_{2}^{n}lyche-numerical-linear-algebra_FO3967
lyche-numerical-linear-algebra_FO39683051.000c_{1} z_{1}^{n}+c_{2} z_{2}^{n}lyche-numerical-linear-algebra_FO3968
lyche-numerical-linear-algebra_FO39693051.000c_{1}lyche-numerical-linear-algebra_FO3969
lyche-numerical-linear-algebra_FO39703051.000c_{2}lyche-numerical-linear-algebra_FO3970
lyche-numerical-linear-algebra_FO39713051.000x_{0}=lyche-numerical-linear-algebra_FO3971
lyche-numerical-linear-algebra_FO39723051.000c_{1}+c_{2}=1lyche-numerical-linear-algebra_FO3972
lyche-numerical-linear-algebra_FO39733051.000x_{1}=c_{1} z_{1}+c_{2} z_{2}=tlyche-numerical-linear-algebra_FO3973
lyche-numerical-linear-algebra_FO39743051.000z_{1}+z_{2}=2 tlyche-numerical-linear-algebra_FO3974
lyche-numerical-linear-algebra_FO39753051.000c_{1}=c_{2}=\frac{1}{2}lyche-numerical-linear-algebra_FO3975
lyche-numerical-linear-algebra_FO39763051.000a<b, c \notin[a, b]lyche-numerical-linear-algebra_FO3976
lyche-numerical-linear-algebra_FO39773051.000k \inlyche-numerical-linear-algebra_FO3977
lyche-numerical-linear-algebra_FO39783051.000\mathbb{N}lyche-numerical-linear-algebra_FO3978
lyche-numerical-linear-algebra_FO39793051.000Q \in \mathcal{S}_{k}lyche-numerical-linear-algebra_FO3979
lyche-numerical-linear-algebra_FO39803051.000Q \neq Q^{*}lyche-numerical-linear-algebra_FO3980
lyche-numerical-linear-algebra_FO39813051.000\|Q\|_{\infty}>\left\|Q^{*}\right\|_{\infty}lyche-numerical-linear-algebra_FO3981
lyche-numerical-linear-algebra_FO39823051.000p(z)=p^{\prime}(z)=0lyche-numerical-linear-algebra_FO3982
lyche-numerical-linear-algebra_FO39833051.000\left|Q^{*}\right|lyche-numerical-linear-algebra_FO3983
lyche-numerical-linear-algebra_FO39843051.0001 /\left|T_{k}(u(c))\right|lyche-numerical-linear-algebra_FO3984
lyche-numerical-linear-algebra_FO39853051.000\mu_{0}, \ldots, \mu_{k}lyche-numerical-linear-algebra_FO3985
lyche-numerical-linear-algebra_FO39863051.000u\left(\mu_{i}\right)=\cos (i \pi / k)lyche-numerical-linear-algebra_FO3986
lyche-numerical-linear-algebra_FO39873051.000i=0,1, \ldots, klyche-numerical-linear-algebra_FO3987
lyche-numerical-linear-algebra_FO39883051.000Q \in S_{k}lyche-numerical-linear-algebra_FO3988
lyche-numerical-linear-algebra_FO39893051.000\|Q\|_{\infty} \leq\left\|Q^{*}\right\|_{\infty}lyche-numerical-linear-algebra_FO3989
lyche-numerical-linear-algebra_FO39903051.000Q \equiv Q^{*}lyche-numerical-linear-algebra_FO3990
lyche-numerical-linear-algebra_FO39913051.000f \equiv Q-Q^{*}lyche-numerical-linear-algebra_FO3991
lyche-numerical-linear-algebra_FO39923051.000f(c)=0lyche-numerical-linear-algebra_FO3992
lyche-numerical-linear-algebra_FO39933051.000f \equiv 0lyche-numerical-linear-algebra_FO3993
lyche-numerical-linear-algebra_FO39943051.000I_{j}=\left[\mu_{j-1}, \mu_{j}\right]lyche-numerical-linear-algebra_FO3994
lyche-numerical-linear-algebra_FO39953051.000\sigma_{j} \leq 0lyche-numerical-linear-algebra_FO3995
lyche-numerical-linear-algebra_FO39963051.000Q^{*}\left(\mu_{j}\right)>0lyche-numerical-linear-algebra_FO3996
lyche-numerical-linear-algebra_FO39973051.000f\left(\mu_{j}\right) \leq 0lyche-numerical-linear-algebra_FO3997
lyche-numerical-linear-algebra_FO39983051.000f\left(\mu_{j-1}\right) \geq 0lyche-numerical-linear-algebra_FO3998
lyche-numerical-linear-algebra_FO39993051.000Q^{*}\left(\mu_{j}\right)<0lyche-numerical-linear-algebra_FO3999
lyche-numerical-linear-algebra_FO40003051.000\sigma_{j}<0, flyche-numerical-linear-algebra_FO4000
lyche-numerical-linear-algebra_FO40013051.000I_{j}lyche-numerical-linear-algebra_FO4001
lyche-numerical-linear-algebra_FO40023051.000\sigma_{j}=0lyche-numerical-linear-algebra_FO4002
lyche-numerical-linear-algebra_FO40033051.000f\left(\mu_{j-1}\right)=0lyche-numerical-linear-algebra_FO4003
lyche-numerical-linear-algebra_FO40043051.000f\left(\mu_{j}\right)=0lyche-numerical-linear-algebra_FO4004
lyche-numerical-linear-algebra_FO40053051.000Q\left(\mu_{j}\right)=Q^{*}\left(\mu_{j}\right)lyche-numerical-linear-algebra_FO4005
lyche-numerical-linear-algebra_FO40063050.998\mu_{j} \in(a, b)lyche-numerical-linear-algebra_FO4006
lyche-numerical-linear-algebra_FO40073050.998Q^{\prime}\left(\mu_{j}\right)=lyche-numerical-linear-algebra_FO4007
lyche-numerical-linear-algebra_FO40083061.000Q^{* \prime}\left(\mu_{j}\right)=0lyche-numerical-linear-algebra_FO4008
lyche-numerical-linear-algebra_FO40093061.000f\left(\mu_{j}\right)=f^{\prime}\left(\mu_{j}\right)=0lyche-numerical-linear-algebra_FO4009
lyche-numerical-linear-algebra_FO40103061.000I_{j+1}lyche-numerical-linear-algebra_FO4010
lyche-numerical-linear-algebra_FO40113061.000\mu_{j}=blyche-numerical-linear-algebra_FO4011
lyche-numerical-linear-algebra_FO40123061.000\mu_{j-1}lyche-numerical-linear-algebra_FO4012
lyche-numerical-linear-algebra_FO40133061.000\mu_{j-1} \in(a, b)lyche-numerical-linear-algebra_FO4013
lyche-numerical-linear-algebra_FO40143061.000I_{j-1}lyche-numerical-linear-algebra_FO4014
lyche-numerical-linear-algebra_FO40153061.000I_{j}, j=lyche-numerical-linear-algebra_FO4015
lyche-numerical-linear-algebra_FO40163060.9991,2, \ldots, klyche-numerical-linear-algebra_FO4016
lyche-numerical-linear-algebra_FO40173061.000c=0lyche-numerical-linear-algebra_FO4017
lyche-numerical-linear-algebra_FO40183061.000t=(b+a) /(b-a)lyche-numerical-linear-algebra_FO4018
lyche-numerical-linear-algebra_FO40193071.000M:=\lambda_{\text {max }}lyche-numerical-linear-algebra_FO4019
lyche-numerical-linear-algebra_FO40203071.000m:=\lambda_{\text {min }}lyche-numerical-linear-algebra_FO4020
lyche-numerical-linear-algebra_FO40213070.997\left(\lambda_{j}^{-1}, \boldsymbol{u}_{j}\right)lyche-numerical-linear-algebra_FO4021
lyche-numerical-linear-algebra_FO40223071.000\boldsymbol{A}^{-1}, j=1, \ldots, nlyche-numerical-linear-algebra_FO4022
lyche-numerical-linear-algebra_FO40233071.000\boldsymbol{y}=\sum_{j=1}^{n} c_{j} \boldsymbol{u}_{j}lyche-numerical-linear-algebra_FO4023
lyche-numerical-linear-algebra_FO40243071.000f:[m c, M c] \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO4024
lyche-numerical-linear-algebra_FO40253071.000f(x):=x+1 / xlyche-numerical-linear-algebra_FO4025
lyche-numerical-linear-algebra_FO40263071.000f \in C^{2}lyche-numerical-linear-algebra_FO4026
lyche-numerical-linear-algebra_FO40273071.000f^{\prime \prime}lyche-numerical-linear-algebra_FO4027
lyche-numerical-linear-algebra_FO40283081.000c:=1 / \sqrt{m M}lyche-numerical-linear-algebra_FO4028
lyche-numerical-linear-algebra_FO40293081.000f(m c)=f(M c)=\sqrt{\frac{M}{m}}+\sqrt{\frac{m}{M}}=\frac{M+m}{\sqrt{m M}}lyche-numerical-linear-algebra_FO4029
lyche-numerical-linear-algebra_FO40303081.000\boldsymbol{\epsilon}_{j}:=\boldsymbol{x}-\boldsymbol{x}_{j}, j=0,1, \ldotslyche-numerical-linear-algebra_FO4030
lyche-numerical-linear-algebra_FO40313081.000\left\|\boldsymbol{\epsilon}_{k}\right\|_{\boldsymbol{A}} \leq\left(\frac{\kappa-1}{\kappa+1}\right)\left\|\boldsymbol{\epsilon}_{k-1}\right\| \leq \cdots \leq\left(\frac{\kappa-1}{\kappa+1}\right)^{k}\left\|\boldsymbol{\epsilon}_{0}\right\|lyche-numerical-linear-algebra_FO4031
lyche-numerical-linear-algebra_FO40323091.000\boldsymbol{r}_{m+1}=\mathbf{0}lyche-numerical-linear-algebra_FO4032
lyche-numerical-linear-algebra_FO40333091.000k \leq mlyche-numerical-linear-algebra_FO4033
lyche-numerical-linear-algebra_FO40343091.000\left\|\boldsymbol{\epsilon}_{k+1}\right\|_{2}<\left\|\boldsymbol{\epsilon}_{k}\right\|_{2}lyche-numerical-linear-algebra_FO4034
lyche-numerical-linear-algebra_FO40353090.983\boldsymbol{\epsilon}_{j}=\boldsymbol{x}-\boldsymbol{x}_{j}lyche-numerical-linear-algebra_FO4035
lyche-numerical-linear-algebra_FO40363091.000j \leq mlyche-numerical-linear-algebra_FO4036
lyche-numerical-linear-algebra_FO40373091.000\beta_{i-1} \cdots \beta_{k}=\left(\boldsymbol{r}_{i}^{T} \boldsymbol{r}_{i}\right) /\left(\boldsymbol{r}_{k}^{T} \boldsymbol{r}_{k}\right)lyche-numerical-linear-algebra_FO4037
lyche-numerical-linear-algebra_FO40383101.000\operatorname{cond}_{2}(\boldsymbol{A})lyche-numerical-linear-algebra_FO4038
lyche-numerical-linear-algebra_FO40393101.000\boldsymbol{B} \boldsymbol{A} \boldsymbol{x}=\boldsymbol{B} \boldsymbol{b}lyche-numerical-linear-algebra_FO4039
lyche-numerical-linear-algebra_FO40403101.000\operatorname{cond}_{2}(\boldsymbol{B} \boldsymbol{A})lyche-numerical-linear-algebra_FO4040
lyche-numerical-linear-algebra_FO40413100.578\boldsymbol{B}=\boldsymbol{M}^{-1}lyche-numerical-linear-algebra_FO4041
lyche-numerical-linear-algebra_FO40423101.000\boldsymbol{B}=\boldsymbol{C}^{T} \boldsymbol{C}lyche-numerical-linear-algebra_FO4042
lyche-numerical-linear-algebra_FO40433101.000\boldsymbol{y}:=\boldsymbol{C}^{-T} \boldsymbol{x}lyche-numerical-linear-algebra_FO4043
lyche-numerical-linear-algebra_FO40443111.000\boldsymbol{C} \boldsymbol{A} \boldsymbol{C}^{T}lyche-numerical-linear-algebra_FO4044
lyche-numerical-linear-algebra_FO40453111.000\left(\boldsymbol{C} \boldsymbol{A} \boldsymbol{C}^{T}\right) \boldsymbol{y}=\boldsymbol{C} \boldsymbol{b}lyche-numerical-linear-algebra_FO4045
lyche-numerical-linear-algebra_FO40463110.997\boldsymbol{q}_{k}lyche-numerical-linear-algebra_FO4046
lyche-numerical-linear-algebra_FO40473110.997\boldsymbol{z}_{k}:=\boldsymbol{C} \boldsymbol{b}-\boldsymbol{C} \boldsymbol{A} \boldsymbol{C}^{T} \boldsymbol{y}_{k}lyche-numerical-linear-algebra_FO4047
lyche-numerical-linear-algebra_FO40483110.998\boldsymbol{A} \boldsymbol{x}=\boldsymbol{b}, \boldsymbol{r}_{k}=\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO4048
lyche-numerical-linear-algebra_FO40493110.573\boldsymbol{s}_{k}=\boldsymbol{C}^{T} \boldsymbol{z}_{k}=\boldsymbol{C}^{T}\left(\boldsymbol{C}-\boldsymbol{C} \boldsymbol{A} \boldsymbol{C}^{T}\right) \boldsymbol{y}_{k}=\boldsymbol{B} \boldsymbol{b}-lyche-numerical-linear-algebra_FO4049
lyche-numerical-linear-algebra_FO40503111.000\boldsymbol{B} \boldsymbol{A} \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO4050
lyche-numerical-linear-algebra_FO40513111.000\boldsymbol{r}_{0}=\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}_{0}, \boldsymbol{p}_{0}=lyche-numerical-linear-algebra_FO4051
lyche-numerical-linear-algebra_FO40523110.835\boldsymbol{s}_{0}=\boldsymbol{B r}_{0}lyche-numerical-linear-algebra_FO4052
lyche-numerical-linear-algebra_FO40533110.995\mathrm{x}\left(=\boldsymbol{x}_{0}\right)lyche-numerical-linear-algebra_FO4053
lyche-numerical-linear-algebra_FO40543121.000\rholyche-numerical-linear-algebra_FO4054
lyche-numerical-linear-algebra_FO40553121.000w=B * tlyche-numerical-linear-algebra_FO4055
lyche-numerical-linear-algebra_FO40563121.000\boldsymbol{y}_{k}lyche-numerical-linear-algebra_FO4056
lyche-numerical-linear-algebra_FO40573130.998\boldsymbol{B} \boldsymbol{x}lyche-numerical-linear-algebra_FO4057
lyche-numerical-linear-algebra_FO40583131.000u=u(x, y)lyche-numerical-linear-algebra_FO4058
lyche-numerical-linear-algebra_FO40593131.000c(x, y)>0lyche-numerical-linear-algebra_FO4059
lyche-numerical-linear-algebra_FO40603130.991(x, y) \in \Omegalyche-numerical-linear-algebra_FO4060
lyche-numerical-linear-algebra_FO40613131.000c(x, y)=1lyche-numerical-linear-algebra_FO4061
lyche-numerical-linear-algebra_FO40623131.000m \in \mathbb{N}lyche-numerical-linear-algebra_FO4062
lyche-numerical-linear-algebra_FO40633131.000v_{j, k} \approx u\left(x_{j}, y_{k}\right)lyche-numerical-linear-algebra_FO4063
lyche-numerical-linear-algebra_FO40643141.000f, glyche-numerical-linear-algebra_FO4064
lyche-numerical-linear-algebra_FO40653141.000f_{j, k}:=f\left(x_{j}, y_{k}\right),(d v)_{j, k}:=\left(d_{1} v\right)_{j, k}+\left(d_{2} v\right)_{j, k}lyche-numerical-linear-algebra_FO4065
lyche-numerical-linear-algebra_FO40663141.000c_{p, q}=c(p h, q h)lyche-numerical-linear-algebra_FO4066
lyche-numerical-linear-algebra_FO40673141.000p, q \in \mathbb{R}lyche-numerical-linear-algebra_FO4067
lyche-numerical-linear-algebra_FO40683140.997h^{2} L_{h} v=h^{2} \boldsymbol{F}lyche-numerical-linear-algebra_FO4068
lyche-numerical-linear-algebra_FO40693151.000\boldsymbol{V}, \boldsymbol{W} \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO4069
lyche-numerical-linear-algebra_FO40703151.000v_{j, k}=w_{j, k}=0lyche-numerical-linear-algebra_FO4070
lyche-numerical-linear-algebra_FO40713151.000(j, k) \in \partial I_{m}lyche-numerical-linear-algebra_FO4071
lyche-numerical-linear-algebra_FO40723150.994m \in \mathbb{N}, a_{i}, b_{i}, c_{i} \in \mathbb{R}lyche-numerical-linear-algebra_FO4072
lyche-numerical-linear-algebra_FO40733150.994i=0, \ldots, mlyche-numerical-linear-algebra_FO4073
lyche-numerical-linear-algebra_FO40743150.994b_{0}=c_{0}=b_{m+1}=c_{m+1}=0lyche-numerical-linear-algebra_FO4074
lyche-numerical-linear-algebra_FO40753151.000\left(d_{1} v\right)_{j, k} w_{j, k}lyche-numerical-linear-algebra_FO4075
lyche-numerical-linear-algebra_FO40763151.000\left(d_{2} v\right)_{j, k} w_{j, k}lyche-numerical-linear-algebra_FO4076
lyche-numerical-linear-algebra_FO40773151.000\left\langle L_{h} v, \boldsymbol{W}\right\rangle=\left\langle\boldsymbol{W}, L_{h} v\right\ranglelyche-numerical-linear-algebra_FO4077
lyche-numerical-linear-algebra_FO40783151.000\boldsymbol{W}=lyche-numerical-linear-algebra_FO4078
lyche-numerical-linear-algebra_FO40793151.000c_{j+\frac{1}{2}, k}lyche-numerical-linear-algebra_FO4079
lyche-numerical-linear-algebra_FO40803151.000c_{j, k+\frac{1}{2}}lyche-numerical-linear-algebra_FO4080
lyche-numerical-linear-algebra_FO40813151.000\left\langle L_{h} v, \boldsymbol{V}\right\rangle \geq 0lyche-numerical-linear-algebra_FO4081
lyche-numerical-linear-algebra_FO40823151.000\boldsymbol{V} \in \mathbb{R}^{m \times m}lyche-numerical-linear-algebra_FO4082
lyche-numerical-linear-algebra_FO40833151.000\left\langle L_{h} v, \boldsymbol{V}\right\rangle=0lyche-numerical-linear-algebra_FO4083
lyche-numerical-linear-algebra_FO40843151.000v_{j, k+1}=v_{j, k}lyche-numerical-linear-algebra_FO4084
lyche-numerical-linear-algebra_FO40853151.000k=0,1, \ldots, mlyche-numerical-linear-algebra_FO4085
lyche-numerical-linear-algebra_FO40863151.000v_{j, 0}=v_{j, m+1}=0lyche-numerical-linear-algebra_FO4086
lyche-numerical-linear-algebra_FO40873151.000\boldsymbol{V}=\mathbf{0}lyche-numerical-linear-algebra_FO4087
lyche-numerical-linear-algebra_FO40883161.000b \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO4088
lyche-numerical-linear-algebra_FO40893161.000x \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO4089
lyche-numerical-linear-algebra_FO40903161.000m=\sqrt{n}lyche-numerical-linear-algebra_FO4090
lyche-numerical-linear-algebra_FO40913161.000c(x, y) \equiv 1lyche-numerical-linear-algebra_FO4091
lyche-numerical-linear-algebra_FO40923161.000\boldsymbol{A}_{p}lyche-numerical-linear-algebra_FO4092
lyche-numerical-linear-algebra_FO40933161.000\boldsymbol{B}=\boldsymbol{A}_{p}^{-1}lyche-numerical-linear-algebra_FO4093
lyche-numerical-linear-algebra_FO40943160.928\boldsymbol{w}=\boldsymbol{B} \boldsymbol{t}lyche-numerical-linear-algebra_FO4094
lyche-numerical-linear-algebra_FO40953161.000\boldsymbol{A}_{p} \boldsymbol{w}_{k}=\boldsymbol{t}_{k}lyche-numerical-linear-algebra_FO4095
lyche-numerical-linear-algebra_FO40963161.000\boldsymbol{A}_{p} \boldsymbol{w}=\boldsymbol{t}lyche-numerical-linear-algebra_FO4096
lyche-numerical-linear-algebra_FO40973161.000\boldsymbol{x}_{0}=0lyche-numerical-linear-algebra_FO4097
lyche-numerical-linear-algebra_FO40983161.000\epsilon=10^{-8}lyche-numerical-linear-algebra_FO4098
lyche-numerical-linear-algebra_FO40993161.000O\left(n \log _{2} n\right)lyche-numerical-linear-algebra_FO4099
lyche-numerical-linear-algebra_FO41013171.0000<c_{0} \leqlyche-numerical-linear-algebra_FO4101
lyche-numerical-linear-algebra_FO41023170.973c(x, y) \leq c_{1}lyche-numerical-linear-algebra_FO4102
lyche-numerical-linear-algebra_FO41033170.973(x, y) \in[0,1]^{2}lyche-numerical-linear-algebra_FO4103
lyche-numerical-linear-algebra_FO41043170.973\boldsymbol{B} \boldsymbol{A}=\boldsymbol{A}_{p}^{-1} \boldsymbol{A}lyche-numerical-linear-algebra_FO4104
lyche-numerical-linear-algebra_FO41053171.000\boldsymbol{A}_{p}^{-1} \boldsymbol{A} \boldsymbol{x}=\lambda xlyche-numerical-linear-algebra_FO4105
lyche-numerical-linear-algebra_FO41063171.000\boldsymbol{x} \in \mathbb{R}^{n} \backslash\{0\}lyche-numerical-linear-algebra_FO4106
lyche-numerical-linear-algebra_FO41073171.000\boldsymbol{A} \boldsymbol{x}=\lambda \boldsymbol{A}_{p} xlyche-numerical-linear-algebra_FO4107
lyche-numerical-linear-algebra_FO41083171.000\boldsymbol{x}^{T} \boldsymbol{A} \boldsymbol{x}lyche-numerical-linear-algebra_FO4108
lyche-numerical-linear-algebra_FO41093171.000\boldsymbol{x}^{T} \boldsymbol{A}_{p} \boldsymbol{x}lyche-numerical-linear-algebra_FO4109
lyche-numerical-linear-algebra_FO41103170.997\boldsymbol{x}^{T} \boldsymbol{A}_{p} x>0lyche-numerical-linear-algebra_FO4110
lyche-numerical-linear-algebra_FO41113170.997c_{0}lyche-numerical-linear-algebra_FO4111
lyche-numerical-linear-algebra_FO41123171.000c_{0} \leq \lambda \leq c_{1}lyche-numerical-linear-algebra_FO4112
lyche-numerical-linear-algebra_FO41133170.998c(x, y)=e^{-x+y}lyche-numerical-linear-algebra_FO4113
lyche-numerical-linear-algebra_FO41143170.998c_{0}=e^{-2}lyche-numerical-linear-algebra_FO4114
lyche-numerical-linear-algebra_FO41153170.998c_{1}=1lyche-numerical-linear-algebra_FO4115
lyche-numerical-linear-algebra_FO41163170.998\kappa \leq e^{2} \approxlyche-numerical-linear-algebra_FO4116
lyche-numerical-linear-algebra_FO41173171.000\boldsymbol{A}=\boldsymbol{U} \boldsymbol{D} \boldsymbol{U}^{T}lyche-numerical-linear-algebra_FO4117
lyche-numerical-linear-algebra_FO41183180.966\boldsymbol{v}=\left[v_{1}, \ldots, v_{n}\right]^{T}:=\boldsymbol{U}^{T} \boldsymbol{y}lyche-numerical-linear-algebra_FO4118
lyche-numerical-linear-algebra_FO41193180.966\boldsymbol{c}:=\boldsymbol{U}^{T} \boldsymbol{b}=\left[c_{1}, \ldots, c_{n}\right]^{T}lyche-numerical-linear-algebra_FO4119
lyche-numerical-linear-algebra_FO41203180.999\boldsymbol{x}_{k+1}=\boldsymbol{x}_{k}+\alpha_{k} \boldsymbol{r}_{k}lyche-numerical-linear-algebra_FO4120
lyche-numerical-linear-algebra_FO41213180.999\boldsymbol{r}_{k}=\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO4121
lyche-numerical-linear-algebra_FO41223180.973\alpha_{k}=\frac{\boldsymbol{r}_{k}^{T} \boldsymbol{r}_{k}}{\boldsymbol{r}_{k}^{T} \boldsymbol{A r}_{k}}lyche-numerical-linear-algebra_FO4122
lyche-numerical-linear-algebra_FO41233180.927\boldsymbol{A}=\left[\begin{array}{cc}2 & -1 \\ -1 & 2\end{array}\right], \boldsymbol{b}=\left[\begin{array}{ll}1 & 1\end{array}\right]^{T}lyche-numerical-linear-algebra_FO4123
lyche-numerical-linear-algebra_FO41243181.000\boldsymbol{e}_{k}=\boldsymbol{x}_{k}-\boldsymbol{x}lyche-numerical-linear-algebra_FO4124
lyche-numerical-linear-algebra_FO41253180.907\boldsymbol{x}_{1}=\left(\frac{\boldsymbol{b}^{T} \boldsymbol{b}}{\boldsymbol{b}^{T} \boldsymbol{A} \boldsymbol{b}}\right) \boldsymbol{b}lyche-numerical-linear-algebra_FO4125
lyche-numerical-linear-algebra_FO41263180.990\boldsymbol{A} \boldsymbol{y}=\boldsymbol{r}_{0}:=\boldsymbol{b}-\boldsymbol{A} \boldsymbol{x}_{0}lyche-numerical-linear-algebra_FO4126
lyche-numerical-linear-algebra_FO41273180.990\boldsymbol{y}_{0}=\mathbf{0} .^{3}lyche-numerical-linear-algebra_FO4127
lyche-numerical-linear-algebra_FO41283181.000\boldsymbol{p}_{k}=\boldsymbol{r}_{k}+\sum_{j=0}^{k-1} a_{k, j} \boldsymbol{r}_{j}lyche-numerical-linear-algebra_FO4128
lyche-numerical-linear-algebra_FO41293180.881\boldsymbol{A} \boldsymbol{y}=\boldsymbol{r}_{0}lyche-numerical-linear-algebra_FO4129
lyche-numerical-linear-algebra_FO41303180.881\boldsymbol{y}_{k+1}:=\boldsymbol{y}_{k}+\gamma_{k} \boldsymbol{q}_{k}, \gamma_{k}:=lyche-numerical-linear-algebra_FO4130
lyche-numerical-linear-algebra_FO41313180.888\frac{\boldsymbol{s}_{k}^{T} \boldsymbol{s}_{k}}{\boldsymbol{q}_{k}^{T} \boldsymbol{A} \boldsymbol{q}_{k}}, \boldsymbol{s}_{k+1}:=\boldsymbol{s}_{k}-\gamma_{k} \boldsymbol{A} \boldsymbol{q}_{k}, \boldsymbol{q}_{k+1}:=\boldsymbol{s}_{k+1}+\delta_{k} \boldsymbol{q}_{k}, \delta_{k}:=\frac{\boldsymbol{s}_{k+1}^{T} \boldsymbol{s}_{k+1}}{\boldsymbol{s}_{k}^{T} \boldsymbol{s}_{k}}lyche-numerical-linear-algebra_FO4131
lyche-numerical-linear-algebra_FO41323180.888\boldsymbol{y}_{k}=\boldsymbol{x}_{k}-\boldsymbol{x}_{0}lyche-numerical-linear-algebra_FO4132
lyche-numerical-linear-algebra_FO41333180.977\boldsymbol{s}_{k}=\boldsymbol{r}_{k}lyche-numerical-linear-algebra_FO4133
lyche-numerical-linear-algebra_FO41343180.977\boldsymbol{q}_{k}=\boldsymbol{p}_{k}lyche-numerical-linear-algebra_FO4134
lyche-numerical-linear-algebra_FO41353191.000n=100,400,1600,2500lyche-numerical-linear-algebra_FO4135
lyche-numerical-linear-algebra_FO41363191.000K / nlyche-numerical-linear-algebra_FO4136
lyche-numerical-linear-algebra_FO41373191.000\boldsymbol{A} \in \mathbb{R}^{m, n}, \boldsymbol{b} \in \mathbb{R}^{m}lyche-numerical-linear-algebra_FO4137
lyche-numerical-linear-algebra_FO41383190.996\mathrm{r}=\mathrm{A}^{\prime}\left(\mathrm{b}-\mathrm{A}^{*} \mathrm{x}\right) ; \mathrm{p}=\mathrm{r}lyche-numerical-linear-algebra_FO4138
lyche-numerical-linear-algebra_FO41393190.926\mathrm{r}=\mathrm{r}-\mathrm{a}^{*} \mathrm{~A}^{*} \mathrm{t}lyche-numerical-linear-algebra_FO4139
lyche-numerical-linear-algebra_FO41403191.000\operatorname{cond}_{2}(\boldsymbol{A})^{2}lyche-numerical-linear-algebra_FO4140
lyche-numerical-linear-algebra_FO41413191.000\left\{\boldsymbol{v}_{i}\right\}_{i=1}^{k}lyche-numerical-linear-algebra_FO4141
lyche-numerical-linear-algebra_FO41423191.000n_{i j}=\left\langle\boldsymbol{v}_{i}, \boldsymbol{v}_{j}\right\ranglelyche-numerical-linear-algebra_FO4142
lyche-numerical-linear-algebra_FO41433190.997\mathbb{W} \subset \mathbb{R}^{n}lyche-numerical-linear-algebra_FO4143
lyche-numerical-linear-algebra_FO41443191.000\hat{\boldsymbol{x}} \in \mathbb{W}lyche-numerical-linear-algebra_FO4144
lyche-numerical-linear-algebra_FO41453191.000\hat{\boldsymbol{x}}lyche-numerical-linear-algebra_FO4145
lyche-numerical-linear-algebra_FO41463191.000\mathbb{W}lyche-numerical-linear-algebra_FO4146
lyche-numerical-linear-algebra_FO41473201.000\boldsymbol{x}_{k} \in \mathbb{W}_{k}lyche-numerical-linear-algebra_FO4147
lyche-numerical-linear-algebra_FO41483201.000\boldsymbol{p}_{k} \in \mathbb{W}_{k+1}lyche-numerical-linear-algebra_FO4148
lyche-numerical-linear-algebra_FO41493201.000\left\|\boldsymbol{A} \boldsymbol{p}_{k}\right\|_{2}=lyche-numerical-linear-algebra_FO4149
lyche-numerical-linear-algebra_FO41503201.000\left\|\boldsymbol{p}_{k}\right\|_{\boldsymbol{A}}=1lyche-numerical-linear-algebra_FO4150
lyche-numerical-linear-algebra_FO41513201.000\alpha_{k} \in \mathbb{R}lyche-numerical-linear-algebra_FO4151
lyche-numerical-linear-algebra_FO41523201.000\boldsymbol{p}_{k-2}, \boldsymbol{p}_{k-1}lyche-numerical-linear-algebra_FO4152
lyche-numerical-linear-algebra_FO41533201.000k \leq 3lyche-numerical-linear-algebra_FO4153
lyche-numerical-linear-algebra_FO41543201.000\left[\boldsymbol{b}, \boldsymbol{A} \boldsymbol{b}, \boldsymbol{A}^{2} \boldsymbol{b}\right]=\left[\begin{array}{rrr}4 & 8 & 20 \\ 0 & -4 & -16 \\ 0 & 0 & 4\end{array}\right]lyche-numerical-linear-algebra_FO4154
lyche-numerical-linear-algebra_FO41553210.983\operatorname{dim}\left(\mathbb{W}_{k}\right)=klyche-numerical-linear-algebra_FO4155
lyche-numerical-linear-algebra_FO41563210.983k=0,1,2,3lyche-numerical-linear-algebra_FO4156
lyche-numerical-linear-algebra_FO41573210.987\boldsymbol{x}_{3}lyche-numerical-linear-algebra_FO4157
lyche-numerical-linear-algebra_FO41583211.000\boldsymbol{r}_{0}, \ldots, \boldsymbol{r}_{k-1}lyche-numerical-linear-algebra_FO4158
lyche-numerical-linear-algebra_FO41593211.000k=1,2,3lyche-numerical-linear-algebra_FO4159
lyche-numerical-linear-algebra_FO41603211.000\boldsymbol{p}_{0}, \ldots, \boldsymbol{p}_{k-1}lyche-numerical-linear-algebra_FO4160
lyche-numerical-linear-algebra_FO41613211.000\left\{\left\|\boldsymbol{r}_{k}\right\|\right.lyche-numerical-linear-algebra_FO4161
lyche-numerical-linear-algebra_FO41623210.991\left\{\left\|\boldsymbol{x}_{k}-\boldsymbol{x}\right\|\right.lyche-numerical-linear-algebra_FO4162
lyche-numerical-linear-algebra_FO41633211.000\boldsymbol{B}^{T}=-\boldsymbol{B}lyche-numerical-linear-algebra_FO4163
lyche-numerical-linear-algebra_FO41643211.000\boldsymbol{A}:=\boldsymbol{I}-\boldsymbol{B}lyche-numerical-linear-algebra_FO4164
lyche-numerical-linear-algebra_FO41653210.998\|\boldsymbol{A} \boldsymbol{x}\|_{2}^{2}=\|\boldsymbol{x}\|_{2}^{2}+\|\boldsymbol{B} \boldsymbol{x}\|_{2}^{2}lyche-numerical-linear-algebra_FO4165
lyche-numerical-linear-algebra_FO41663210.998\|\boldsymbol{A}\|_{2}=\sqrt{1+\|\boldsymbol{B}\|_{2}^{2}}lyche-numerical-linear-algebra_FO4166
lyche-numerical-linear-algebra_FO41673211.000\|\boldsymbol{A}\|_{2} \leq 1lyche-numerical-linear-algebra_FO4167
lyche-numerical-linear-algebra_FO41683211.0001 \leq k \leq n, \mathcal{W}=\operatorname{span}\left(\boldsymbol{w}_{1}, \ldots, \boldsymbol{w}_{k}\right)lyche-numerical-linear-algebra_FO4168
lyche-numerical-linear-algebra_FO41693211.000\boldsymbol{x} \in \mathcal{W}lyche-numerical-linear-algebra_FO4169
lyche-numerical-linear-algebra_FO41703210.835\|\boldsymbol{x}\|_{2} \leq\|\boldsymbol{b}\|_{2}lyche-numerical-linear-algebra_FO4170
lyche-numerical-linear-algebra_FO41713221.000\boldsymbol{x}:=\sum_{j=1}^{k} x_{j} \boldsymbol{w}_{j}lyche-numerical-linear-algebra_FO4171
lyche-numerical-linear-algebra_FO41723221.000x_{1}, \ldots, x_{k}lyche-numerical-linear-algebra_FO4172
lyche-numerical-linear-algebra_FO41733220.996\boldsymbol{x}^{*}:=\boldsymbol{A}^{-1} \boldsymbol{b}lyche-numerical-linear-algebra_FO4173
lyche-numerical-linear-algebra_FO41743221.000\boldsymbol{x}_{k} \in \mathcal{W}_{k}lyche-numerical-linear-algebra_FO4174
lyche-numerical-linear-algebra_FO41753220.986\boldsymbol{x} *lyche-numerical-linear-algebra_FO4175
lyche-numerical-linear-algebra_FO41763221.000k=0, \ldots, nlyche-numerical-linear-algebra_FO4176
lyche-numerical-linear-algebra_FO41773221.000\omega_{0}, \omega_{1}, \ldots, \omega_{m}lyche-numerical-linear-algebra_FO4177
lyche-numerical-linear-algebra_FO41783221.000k=1,2, \ldots, mlyche-numerical-linear-algebra_FO4178
lyche-numerical-linear-algebra_FO41793231.000k=0,1, \ldots, m-1lyche-numerical-linear-algebra_FO4179
lyche-numerical-linear-algebra_FO41803231.000\boldsymbol{x}_{0}=\boldsymbol{x}_{-1}=0lyche-numerical-linear-algebra_FO4180
lyche-numerical-linear-algebra_FO41813231.000\boldsymbol{r}_{0}=\boldsymbol{r}_{-1}=\boldsymbol{b}lyche-numerical-linear-algebra_FO4181
lyche-numerical-linear-algebra_FO41823231.0000<\omega_{k}<1lyche-numerical-linear-algebra_FO4182
lyche-numerical-linear-algebra_FO41833231.000\left\langle\boldsymbol{r}_{k}, \boldsymbol{r}_{j}\right\rangle=0lyche-numerical-linear-algebra_FO4183
lyche-numerical-linear-algebra_FO41843231.000j=0,1, \ldots, k-1lyche-numerical-linear-algebra_FO4184
lyche-numerical-linear-algebra_FO41853231.000k \leq m+1lyche-numerical-linear-algebra_FO4185
lyche-numerical-linear-algebra_FO41863231.000\mathcal{W}_{k}=\operatorname{span}\left(\boldsymbol{r}_{0}, \boldsymbol{r}_{1}, \ldots, \boldsymbol{r}_{k-1}\right)lyche-numerical-linear-algebra_FO4186
lyche-numerical-linear-algebra_FO41873231.000\operatorname{dim} \mathcal{W}_{k}=klyche-numerical-linear-algebra_FO4187
lyche-numerical-linear-algebra_FO41883231.0001 \leq k \leq m-1lyche-numerical-linear-algebra_FO4188
lyche-numerical-linear-algebra_FO41893230.605\alpha_{k}:=\left\langle\boldsymbol{B r}_{k}, \boldsymbol{r}_{k+1}\right\rangle / \rho_{k+1}lyche-numerical-linear-algebra_FO4189
lyche-numerical-linear-algebra_FO41903230.605\beta_{k}:=\left\langle\boldsymbol{B r}_{k}, \boldsymbol{r}_{k-1}\right\rangle / \rho_{k-1}lyche-numerical-linear-algebra_FO4190
lyche-numerical-linear-algebra_FO41913230.865\alpha_{0}:=\left\langle\boldsymbol{B r}_{0}, \boldsymbol{r}_{1}\right\rangle / \rho_{1}lyche-numerical-linear-algebra_FO4191
lyche-numerical-linear-algebra_FO41923230.865\alpha_{0}=1lyche-numerical-linear-algebra_FO4192
lyche-numerical-linear-algebra_FO41933231.000\beta_{k}=-\alpha_{k-1} \rho_{k} / \rho_{k-1}lyche-numerical-linear-algebra_FO4193
lyche-numerical-linear-algebra_FO41943231.000\alpha_{k}+\beta_{k}=1lyche-numerical-linear-algebra_FO4194
lyche-numerical-linear-algebra_FO41953231.000k=1,2, \ldots, m-1lyche-numerical-linear-algebra_FO4195
lyche-numerical-linear-algebra_FO41963231.000\alpha_{k} \geq 1lyche-numerical-linear-algebra_FO4196
lyche-numerical-linear-algebra_FO41973231.000\boldsymbol{x}_{k}, \boldsymbol{r}_{k}lyche-numerical-linear-algebra_FO4197
lyche-numerical-linear-algebra_FO41983231.000\boldsymbol{\omega}_{k}lyche-numerical-linear-algebra_FO4198
lyche-numerical-linear-algebra_FO41993230.887\operatorname{arccosh}lyche-numerical-linear-algebra_FO4199
lyche-numerical-linear-algebra_FO42003230.887\cosh x:=\left(e^{x}+e^{-x}\right) / 2lyche-numerical-linear-algebra_FO4200
lyche-numerical-linear-algebra_FO42013231.000\boldsymbol{A}^{-1}\left(\boldsymbol{r}_{k+1}-\boldsymbol{r}_{j}\right) \in \mathcal{W}_{k+1}lyche-numerical-linear-algebra_FO4201
lyche-numerical-linear-algebra_FO42023241.000f:[a, b] \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO4202
lyche-numerical-linear-algebra_FO42033241.000\max _{a \leq x \leq b} f(x) \leq \max \{f(a), f(b)\}lyche-numerical-linear-algebra_FO4203
lyche-numerical-linear-algebra_FO42043261.000\boldsymbol{A} \boldsymbol{e}_{i}=a_{i i} \boldsymbol{e}_{i}lyche-numerical-linear-algebra_FO4204
lyche-numerical-linear-algebra_FO42053260.965\left(\lambda_{i}, \boldsymbol{e}_{i}\right)lyche-numerical-linear-algebra_FO4205
lyche-numerical-linear-algebra_FO42063260.965\lambda_{i}=a_{i i}lyche-numerical-linear-algebra_FO4206
lyche-numerical-linear-algebra_FO42073261.000\operatorname{det}(\boldsymbol{A}-\lambda \boldsymbol{I})=\prod_{i=1}^{n}\left(a_{i i}-\lambda\right)lyche-numerical-linear-algebra_FO4207
lyche-numerical-linear-algebra_FO42083261.000\boldsymbol{A}_{i} \boldsymbol{X}_{i}=\boldsymbol{X}_{i} \boldsymbol{D}_{i}lyche-numerical-linear-algebra_FO4208
lyche-numerical-linear-algebra_FO42093261.000\boldsymbol{A}_{i}lyche-numerical-linear-algebra_FO4209
lyche-numerical-linear-algebra_FO42103261.000\boldsymbol{X}:=\operatorname{diag}\left(\boldsymbol{X}_{1}, \ldots, \boldsymbol{X}_{r}\right)lyche-numerical-linear-algebra_FO4210
lyche-numerical-linear-algebra_FO42113261.000\boldsymbol{D}:=\operatorname{diag}\left(\boldsymbol{D}_{1}, \ldots, \boldsymbol{D}_{r}\right)lyche-numerical-linear-algebra_FO4211
lyche-numerical-linear-algebra_FO42123270.988\boldsymbol{A}_{11}, \boldsymbol{A}_{22}, \ldots, \boldsymbol{A}_{r r}lyche-numerical-linear-algebra_FO4212
lyche-numerical-linear-algebra_FO42133271.000\pi_{\boldsymbol{A}}(\lambda)lyche-numerical-linear-algebra_FO4213
lyche-numerical-linear-algebra_FO42143270.405\left.\pi_{\boldsymbol{A}}(\lambda):\right)=\lambda^{16}lyche-numerical-linear-algebra_FO4214
lyche-numerical-linear-algebra_FO42153270.405q(\lambda)=\lambda^{16}-10^{-16}lyche-numerical-linear-algebra_FO4215
lyche-numerical-linear-algebra_FO42163270.999\lambda_{j}=10^{-1} e^{2 \pi i j / 16}lyche-numerical-linear-algebra_FO4216
lyche-numerical-linear-algebra_FO42173271.000j=1, \ldots, 16lyche-numerical-linear-algebra_FO4217
lyche-numerical-linear-algebra_FO42183271.00010^{-16}lyche-numerical-linear-algebra_FO4218
lyche-numerical-linear-algebra_FO42193281.000R \cap Clyche-numerical-linear-algebra_FO4219
lyche-numerical-linear-algebra_FO42203281.000R=R_{1} \cup R_{2} \cup \cdots \cup R_{n}lyche-numerical-linear-algebra_FO4220
lyche-numerical-linear-algebra_FO42213281.000C=C_{1} \cup C_{2} \cup \cdots \cup C_{n}lyche-numerical-linear-algebra_FO4221
lyche-numerical-linear-algebra_FO42223280.621\lambda \in R_{i}lyche-numerical-linear-algebra_FO4222
lyche-numerical-linear-algebra_FO42233280.997\left|x_{i}\right|=\|\boldsymbol{x}\|_{\infty}lyche-numerical-linear-algebra_FO4223
lyche-numerical-linear-algebra_FO42243280.997\sum_{j} a_{i j} x_{j}=\lambda x_{i}lyche-numerical-linear-algebra_FO4224
lyche-numerical-linear-algebra_FO42253280.997\left(\lambda-a_{i i}\right) x_{i}=lyche-numerical-linear-algebra_FO4225
lyche-numerical-linear-algebra_FO42263281.000\sum_{j \neq i} a_{i j} x_{j}lyche-numerical-linear-algebra_FO4226
lyche-numerical-linear-algebra_FO42273281.000\left|x_{j} / x_{i}\right| \leq 1lyche-numerical-linear-algebra_FO4227
lyche-numerical-linear-algebra_FO42283281.000C_{j}lyche-numerical-linear-algebra_FO4228
lyche-numerical-linear-algebra_FO42293281.000\lambda \in C_{j}lyche-numerical-linear-algebra_FO4229
lyche-numerical-linear-algebra_FO42303281.000r_{i}lyche-numerical-linear-algebra_FO4230
lyche-numerical-linear-algebra_FO42313281.000R_{1}, \ldots, R_{n}lyche-numerical-linear-algebra_FO4231
lyche-numerical-linear-algebra_FO42323281.000C_{1}, \ldots, C_{n}lyche-numerical-linear-algebra_FO4232
lyche-numerical-linear-algebra_FO42333281.000R_{i}=C_{i}lyche-numerical-linear-algebra_FO4233
lyche-numerical-linear-algebra_FO42343281.000R_{1}=R_{m}=\{z \in \mathbb{R}:|z-2| \leq 1\}lyche-numerical-linear-algebra_FO4234
lyche-numerical-linear-algebra_FO42353281.000\lambda \in[0,4]lyche-numerical-linear-algebra_FO4235
lyche-numerical-linear-algebra_FO42363291.0004\left[\sin \frac{\pi}{2(m+1)}\right]^{2}lyche-numerical-linear-algebra_FO4236
lyche-numerical-linear-algebra_FO42373290.9694\left[\sin \frac{m \pi}{2(m+1)}\right]^{2}lyche-numerical-linear-algebra_FO4237
lyche-numerical-linear-algebra_FO42383291.000\boldsymbol{A}(0)=\boldsymbol{D}lyche-numerical-linear-algebra_FO4238
lyche-numerical-linear-algebra_FO42393291.000\boldsymbol{A}(1)=\boldsymbol{A}lyche-numerical-linear-algebra_FO4239
lyche-numerical-linear-algebra_FO42403291.000\boldsymbol{A}(t)lyche-numerical-linear-algebra_FO4240
lyche-numerical-linear-algebra_FO42413291.000R_{i}(t)lyche-numerical-linear-algebra_FO4241
lyche-numerical-linear-algebra_FO42423291.0000 \leq t_{1}<t_{2} \leq 1lyche-numerical-linear-algebra_FO4242
lyche-numerical-linear-algebra_FO42433291.000R_{i}\left(t_{1}\right) \subset R_{i}\left(t_{2}\right)lyche-numerical-linear-algebra_FO4243
lyche-numerical-linear-algebra_FO42443291.000R_{i}(1)lyche-numerical-linear-algebra_FO4244
lyche-numerical-linear-algebra_FO42453290.992\bigcup_{k=1}^{p} R_{i_{k}}(1)lyche-numerical-linear-algebra_FO4245
lyche-numerical-linear-algebra_FO42463290.992R^{p}(t):=\bigcup_{k=1}^{p} R_{i_{k}}(t)lyche-numerical-linear-algebra_FO4246
lyche-numerical-linear-algebra_FO42473290.992t \in[0,1]lyche-numerical-linear-algebra_FO4247
lyche-numerical-linear-algebra_FO42483290.992R^{p}(0)lyche-numerical-linear-algebra_FO4248
lyche-numerical-linear-algebra_FO42493291.000a_{i_{1}, i_{1}}, \ldots, a_{i_{p}, i_{p}}lyche-numerical-linear-algebra_FO4249
lyche-numerical-linear-algebra_FO42503291.000R^{p}(t)lyche-numerical-linear-algebra_FO4250
lyche-numerical-linear-algebra_FO42513291.000R^{p}(1)lyche-numerical-linear-algebra_FO4251
lyche-numerical-linear-algebra_FO42523291.000\boldsymbol{A}=\left[\begin{array}{ccc}1 & \epsilon_{1} & \epsilon_{2} \\ \epsilon_{3} & 2 & \epsilon_{4} \\ \epsilon_{5} & \epsilon_{6} & 3\end{array}\right]lyche-numerical-linear-algebra_FO4252
lyche-numerical-linear-algebra_FO42533291.000\left|\epsilon_{i}\right| \leq 10^{-15}lyche-numerical-linear-algebra_FO4253
lyche-numerical-linear-algebra_FO42543291.000\lambda_{1}, \lambda_{2}, \lambda_{3}lyche-numerical-linear-algebra_FO4254
lyche-numerical-linear-algebra_FO42553291.000\left|\lambda_{j}-j\right| \leqlyche-numerical-linear-algebra_FO4255
lyche-numerical-linear-algebra_FO42563291.0002 \times 10^{-15}lyche-numerical-linear-algebra_FO4256
lyche-numerical-linear-algebra_FO42573291.000j=1,2,3lyche-numerical-linear-algebra_FO4257
lyche-numerical-linear-algebra_FO42583290.979\boldsymbol{A}+lyche-numerical-linear-algebra_FO4258
lyche-numerical-linear-algebra_FO42593291.000\boldsymbol{A}_{0}:=\mathbf{0}lyche-numerical-linear-algebra_FO4259
lyche-numerical-linear-algebra_FO42603290.998\lambda \in \sigma\left(\boldsymbol{A}_{0}+\boldsymbol{E}\right)=\sigma(\boldsymbol{E})lyche-numerical-linear-algebra_FO4260
lyche-numerical-linear-algebra_FO42613290.998|\lambda| \leq\|\boldsymbol{E}\|_{\infty}lyche-numerical-linear-algebra_FO4261
lyche-numerical-linear-algebra_FO42623300.998\boldsymbol{A}_{0}lyche-numerical-linear-algebra_FO4262
lyche-numerical-linear-algebra_FO42633300.998\|\boldsymbol{E}\|_{\infty}lyche-numerical-linear-algebra_FO4263
lyche-numerical-linear-algebra_FO42643301.000\boldsymbol{A}_{1}+\boldsymbol{E}lyche-numerical-linear-algebra_FO4264
lyche-numerical-linear-algebra_FO42653301.000\pi(\lambda):=(-1)^{n}\left(\lambda^{n}-\epsilon\right)lyche-numerical-linear-algebra_FO4265
lyche-numerical-linear-algebra_FO42663301.000|\lambda|=\|\boldsymbol{E}\|_{\infty}^{1 / n}lyche-numerical-linear-algebra_FO4266
lyche-numerical-linear-algebra_FO42673301.000n=16lyche-numerical-linear-algebra_FO4267
lyche-numerical-linear-algebra_FO42683300.978\epsilon=10^{-16}lyche-numerical-linear-algebra_FO4268
lyche-numerical-linear-algebra_FO42693301.000\|\boldsymbol{E}\|_{\infty}^{1 / n}lyche-numerical-linear-algebra_FO4269
lyche-numerical-linear-algebra_FO42703301.000\mu \inlyche-numerical-linear-algebra_FO4270
lyche-numerical-linear-algebra_FO42713301.000\sigma(\boldsymbol{A}+\boldsymbol{E})lyche-numerical-linear-algebra_FO4271
lyche-numerical-linear-algebra_FO42723301.000\left\|\boldsymbol{u}_{1}\right\|_{2}=1lyche-numerical-linear-algebra_FO4272
lyche-numerical-linear-algebra_FO42733301.000\|\boldsymbol{E}\|_{2}^{1 / n}lyche-numerical-linear-algebra_FO4273
lyche-numerical-linear-algebra_FO42743301.000\left[\begin{array}{cc}1 & 1 \\ \epsilon & 1\end{array}\right]lyche-numerical-linear-algebra_FO4274
lyche-numerical-linear-algebra_FO42753301.0001 \pm \sqrt{\epsilon}lyche-numerical-linear-algebra_FO4275
lyche-numerical-linear-algebra_FO42763301.000\epsilon=0lyche-numerical-linear-algebra_FO4276
lyche-numerical-linear-algebra_FO42773311.0001 / nlyche-numerical-linear-algebra_FO4277
lyche-numerical-linear-algebra_FO42783311.000\|\boldsymbol{E}\|_{2}lyche-numerical-linear-algebra_FO4278
lyche-numerical-linear-algebra_FO42793311.000\mu \in \mathbb{C}lyche-numerical-linear-algebra_FO4279
lyche-numerical-linear-algebra_FO42803310.999\boldsymbol{r}:=\boldsymbol{A} \boldsymbol{x}-\mu \boldsymbol{x}lyche-numerical-linear-algebra_FO4280
lyche-numerical-linear-algebra_FO42813310.999K_{p}(\boldsymbol{X}):=\|\boldsymbol{X}\|_{p}\left\|\boldsymbol{X}^{-1}\right\|_{p}lyche-numerical-linear-algebra_FO4281
lyche-numerical-linear-algebra_FO42823310.902(\mu, \boldsymbol{x})lyche-numerical-linear-algebra_FO4282
lyche-numerical-linear-algebra_FO42833311.000\mu \in \sigma(\boldsymbol{A})lyche-numerical-linear-algebra_FO4283
lyche-numerical-linear-algebra_FO42843311.000\lambda=\mulyche-numerical-linear-algebra_FO4284
lyche-numerical-linear-algebra_FO42853311.000\mu \notin \sigma(\boldsymbol{A})lyche-numerical-linear-algebra_FO4285
lyche-numerical-linear-algebra_FO42863311.000\boldsymbol{X} \boldsymbol{D} \boldsymbol{X}^{-1}lyche-numerical-linear-algebra_FO4286
lyche-numerical-linear-algebra_FO42873311.000\left(\lambda_{j}, \boldsymbol{x}_{j}\right)lyche-numerical-linear-algebra_FO4287
lyche-numerical-linear-algebra_FO42883311.000\boldsymbol{D}_{1}:=\boldsymbol{D}-\mu \boldsymbol{I}lyche-numerical-linear-algebra_FO4288
lyche-numerical-linear-algebra_FO42893311.000\boldsymbol{D}_{1}^{-1}=\operatorname{diag}\left(\left(\lambda_{1}-\mu\right)^{-1}, \ldots,\left(\lambda_{n}-\mu\right)^{-1}\right)lyche-numerical-linear-algebra_FO4289
lyche-numerical-linear-algebra_FO42903310.658(\boldsymbol{A}+\boldsymbol{E}) \boldsymbol{x}=\mu \boldsymbol{x}lyche-numerical-linear-algebra_FO4290
lyche-numerical-linear-algebra_FO42913310.658\mathbf{0}=\boldsymbol{A} \boldsymbol{x}-\mu \boldsymbol{x}+\boldsymbol{E} \boldsymbol{x}=\boldsymbol{r}+\boldsymbol{E} \boldsymbol{x}lyche-numerical-linear-algebra_FO4291
lyche-numerical-linear-algebra_FO42923310.954\|\boldsymbol{r}\|_{p}=\|-\boldsymbol{E} \boldsymbol{x}\|_{p} \leq\|\boldsymbol{E}\|_{p}lyche-numerical-linear-algebra_FO4292
lyche-numerical-linear-algebra_FO42933311.000K_{p}(\boldsymbol{X})lyche-numerical-linear-algebra_FO4293
lyche-numerical-linear-algebra_FO42943320.593K_{2}(\boldsymbol{X})=1lyche-numerical-linear-algebra_FO4294
lyche-numerical-linear-algebra_FO42953321.000|\lambda-\mu| \leq\|\boldsymbol{E}\|_{2}lyche-numerical-linear-algebra_FO4295
lyche-numerical-linear-algebra_FO42963320.995\boldsymbol{A}=\operatorname{diag}\left(\lambda_{1}, \ldots, \lambda_{n}\right)lyche-numerical-linear-algebra_FO4296
lyche-numerical-linear-algebra_FO42973321.000\|\boldsymbol{A}\|_{p}=\rho(\boldsymbol{A})lyche-numerical-linear-algebra_FO4297
lyche-numerical-linear-algebra_FO42983321.000p<\inftylyche-numerical-linear-algebra_FO4298
lyche-numerical-linear-algebra_FO42993320.874\|\boldsymbol{A}\|_{p}=\max _{\boldsymbol{x} \neq \mathbf{0}} \frac{\|\boldsymbol{A}\|_{p}}{\|\boldsymbol{x}\|_{p}} \leq \rho(\boldsymbol{A})lyche-numerical-linear-algebra_FO4299
lyche-numerical-linear-algebra_FO43003320.784\mu, \boldsymbol{x}lyche-numerical-linear-algebra_FO4300
lyche-numerical-linear-algebra_FO43013331.000\boldsymbol{B}:=\mu \boldsymbol{A}^{-1}lyche-numerical-linear-algebra_FO4301
lyche-numerical-linear-algebra_FO43023330.858\boldsymbol{F}:=-\boldsymbol{A}^{-1} \boldsymbol{E}lyche-numerical-linear-algebra_FO4302
lyche-numerical-linear-algebra_FO43033330.858\left(\lambda_{j}, \boldsymbol{x}\right)lyche-numerical-linear-algebra_FO4303
lyche-numerical-linear-algebra_FO43043330.858\left(\frac{\mu}{\lambda_{j}}, \boldsymbol{x}\right)lyche-numerical-linear-algebra_FO4304
lyche-numerical-linear-algebra_FO43053330.999(1, \boldsymbol{x})lyche-numerical-linear-algebra_FO4305
lyche-numerical-linear-algebra_FO43063330.999\boldsymbol{B}+\boldsymbol{F}lyche-numerical-linear-algebra_FO4306
lyche-numerical-linear-algebra_FO43073331.000\left|\frac{\mu}{\lambda}-1\right| \leq K_{p}(\boldsymbol{X})\|\boldsymbol{F}\|_{p}=K_{p}(\boldsymbol{X})\left\|\boldsymbol{A}^{-1} \boldsymbol{E}\right\|_{p}lyche-numerical-linear-algebra_FO4307
lyche-numerical-linear-algebra_FO43083331.0001,2, \ldots, i-2, i=3,4, \ldots, nlyche-numerical-linear-algebra_FO4308
lyche-numerical-linear-algebra_FO43093331.000\boldsymbol{A}_{1}=\boldsymbol{A}lyche-numerical-linear-algebra_FO4309
lyche-numerical-linear-algebra_FO43103331.000\boldsymbol{A}_{k+1}=\boldsymbol{H}_{k} \boldsymbol{A}_{k} \boldsymbol{H}_{k}lyche-numerical-linear-algebra_FO4310
lyche-numerical-linear-algebra_FO43113331.000k=1,2, \ldots, n-2lyche-numerical-linear-algebra_FO4311
lyche-numerical-linear-algebra_FO43123331.000\boldsymbol{H}_{k}lyche-numerical-linear-algebra_FO4312
lyche-numerical-linear-algebra_FO43133331.000\boldsymbol{A}_{n-1}lyche-numerical-linear-algebra_FO4313
lyche-numerical-linear-algebra_FO43143331.000\boldsymbol{A}_{k}^{*}=\boldsymbol{A}_{k}lyche-numerical-linear-algebra_FO4314
lyche-numerical-linear-algebra_FO43153341.000\boldsymbol{B}_{k} \in \mathbb{C}^{k, k}lyche-numerical-linear-algebra_FO4315
lyche-numerical-linear-algebra_FO43163341.000\boldsymbol{D}_{k} \inlyche-numerical-linear-algebra_FO4316
lyche-numerical-linear-algebra_FO43173340.999\mathbb{C}^{n-k, k}lyche-numerical-linear-algebra_FO4317
lyche-numerical-linear-algebra_FO43183340.999\boldsymbol{D}_{k}=\left[\mathbf{0}, \mathbf{0}, \ldots, \mathbf{0}, \boldsymbol{d}_{k}\right]lyche-numerical-linear-algebra_FO4318
lyche-numerical-linear-algebra_FO43193340.999\boldsymbol{V}_{k}=\boldsymbol{I}-\boldsymbol{v}_{k} \boldsymbol{v}_{k}^{*} \in \mathbb{C}^{n-k, n-k}lyche-numerical-linear-algebra_FO4319
lyche-numerical-linear-algebra_FO43203340.999\boldsymbol{V}_{k} \boldsymbol{d}_{k}=\alpha_{k} \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO4320
lyche-numerical-linear-algebra_FO43213341.000\boldsymbol{V}_{k} \boldsymbol{D}_{k}=\left[\boldsymbol{V}_{k} \mathbf{0}, \ldots, \boldsymbol{V}_{k} \mathbf{0}, \boldsymbol{V}_{k} \boldsymbol{d}_{k}\right]=\left(\mathbf{0}, \ldots, \mathbf{0}, \alpha_{k} \boldsymbol{e}_{1}\right)lyche-numerical-linear-algebra_FO4321
lyche-numerical-linear-algebra_FO43223341.000(k+1) \times(k+1)lyche-numerical-linear-algebra_FO4322
lyche-numerical-linear-algebra_FO43233341.000\boldsymbol{v}_{k}lyche-numerical-linear-algebra_FO4323
lyche-numerical-linear-algebra_FO43243341.000\boldsymbol{L}(k+1: n, k)=\boldsymbol{v}_{k}lyche-numerical-linear-algebra_FO4324
lyche-numerical-linear-algebra_FO43253340.994\boldsymbol{B} . \boldsymbol{B}lyche-numerical-linear-algebra_FO4325
lyche-numerical-linear-algebra_FO43263341.000\boldsymbol{B}=\boldsymbol{Q}^{*} \boldsymbol{A} \boldsymbol{Q}lyche-numerical-linear-algebra_FO4326
lyche-numerical-linear-algebra_FO43273351.000\boldsymbol{Q}^{*} \boldsymbol{A} \boldsymbol{Q}lyche-numerical-linear-algebra_FO4327
lyche-numerical-linear-algebra_FO43283350.950\boldsymbol{Q}=\boldsymbol{H}_{1} \boldsymbol{H}_{2} \cdots \boldsymbol{H}_{n-2}lyche-numerical-linear-algebra_FO4328
lyche-numerical-linear-algebra_FO43293350.950\boldsymbol{H}_{k}=\left[\begin{array}{cc}\boldsymbol{I} & \mathbf{0} \\ \mathbf{0} & \boldsymbol{I}-\boldsymbol{v}_{k} \boldsymbol{v}_{k}^{T}\end{array}\right]lyche-numerical-linear-algebra_FO4329
lyche-numerical-linear-algebra_FO43303350.950\boldsymbol{v}_{k} \in \mathbb{R}^{n-k}lyche-numerical-linear-algebra_FO4330
lyche-numerical-linear-algebra_FO43313350.950\boldsymbol{v}_{1} \in \mathbb{R}^{n-1}lyche-numerical-linear-algebra_FO4331
lyche-numerical-linear-algebra_FO43323351.000\boldsymbol{v}_{n-2} \in \mathbb{R}^{2}lyche-numerical-linear-algebra_FO4332
lyche-numerical-linear-algebra_FO43333351.000\boldsymbol{Q}_{k+1}lyche-numerical-linear-algebra_FO4333
lyche-numerical-linear-algebra_FO43343351.000\left[\begin{array}{cc}\boldsymbol{I}_{k} & \mathbf{0} \\ \mathbf{0} & \boldsymbol{U}_{k}\end{array}\right]lyche-numerical-linear-algebra_FO4334
lyche-numerical-linear-algebra_FO43353351.000\boldsymbol{U}_{k} \in \mathbb{R}^{n-k, n-k}lyche-numerical-linear-algebra_FO4335
lyche-numerical-linear-algebra_FO43363351.000\lambda_{1} \geq \lambda_{2} \geq \cdots \geq \lambda_{n}lyche-numerical-linear-algebra_FO4336
lyche-numerical-linear-algebra_FO43373351.0001 \leq m \leq nlyche-numerical-linear-algebra_FO4337
lyche-numerical-linear-algebra_FO43383361.000c_{i}=0lyche-numerical-linear-algebra_FO4338
lyche-numerical-linear-algebra_FO43393361.000\boldsymbol{A}=\left[\begin{array}{cc}\boldsymbol{A}_{1} & \mathbf{0} \\ \mathbf{0} & \boldsymbol{A}_{2}\end{array}\right]lyche-numerical-linear-algebra_FO4339
lyche-numerical-linear-algebra_FO43403361.000c_{i} \neq 0lyche-numerical-linear-algebra_FO4340
lyche-numerical-linear-algebra_FO43413361.000x \in \mathbb{R}lyche-numerical-linear-algebra_FO4341
lyche-numerical-linear-algebra_FO43423361.000p_{k}(x):=\operatorname{det}\left(x \boldsymbol{I}_{k}-\boldsymbol{A}_{k}\right)lyche-numerical-linear-algebra_FO4342
lyche-numerical-linear-algebra_FO43433361.000p_{n}lyche-numerical-linear-algebra_FO4343
lyche-numerical-linear-algebra_FO43443361.000k \geq 2lyche-numerical-linear-algebra_FO4344
lyche-numerical-linear-algebra_FO43453361.000p_{k+1}(x)lyche-numerical-linear-algebra_FO4345
lyche-numerical-linear-algebra_FO43463360.990p_{1}(x)=x-d_{1}lyche-numerical-linear-algebra_FO4346
lyche-numerical-linear-algebra_FO43473360.990p_{2}(x)=\left(x-d_{2}\right)\left(x-d_{1}\right)-c_{1}^{2}lyche-numerical-linear-algebra_FO4347
lyche-numerical-linear-algebra_FO43483360.990k=0,1lyche-numerical-linear-algebra_FO4348
lyche-numerical-linear-algebra_FO43493361.000p_{-1}(x)=0lyche-numerical-linear-algebra_FO4349
lyche-numerical-linear-algebra_FO43503361.000p_{0}(x)=1lyche-numerical-linear-algebra_FO4350
lyche-numerical-linear-algebra_FO43513361.000y_{1} \in\left(-M, d_{1}\right)lyche-numerical-linear-algebra_FO4351
lyche-numerical-linear-algebra_FO43523361.000y_{2} \in\left(d_{1}, M\right)lyche-numerical-linear-algebra_FO4352
lyche-numerical-linear-algebra_FO43533361.000p_{2}\left(y_{1}\right)=p_{2}\left(y_{2}\right)=0lyche-numerical-linear-algebra_FO4353
lyche-numerical-linear-algebra_FO43543361.000y_{1}lyche-numerical-linear-algebra_FO4354
lyche-numerical-linear-algebra_FO43553361.000y_{2}lyche-numerical-linear-algebra_FO4355
lyche-numerical-linear-algebra_FO43563371.000y_{1}<d_{1}<y_{2}lyche-numerical-linear-algebra_FO4356
lyche-numerical-linear-algebra_FO43573371.000x_{1}, x_{2}, x_{3}lyche-numerical-linear-algebra_FO4357
lyche-numerical-linear-algebra_FO43583371.000p_{3}lyche-numerical-linear-algebra_FO4358
lyche-numerical-linear-algebra_FO43593371.000z_{1}, \ldots, z_{k-1}lyche-numerical-linear-algebra_FO4359
lyche-numerical-linear-algebra_FO43603371.000p_{k-1}lyche-numerical-linear-algebra_FO4360
lyche-numerical-linear-algebra_FO43613371.000y_{1}, \ldots, y_{k}lyche-numerical-linear-algebra_FO4361
lyche-numerical-linear-algebra_FO43623371.000p_{k}lyche-numerical-linear-algebra_FO4362
lyche-numerical-linear-algebra_FO43633371.000y_{0}:=-M<y_{1}, y_{k+1}:=M>y_{k}lyche-numerical-linear-algebra_FO4363
lyche-numerical-linear-algebra_FO43643371.000j=0, k+1lyche-numerical-linear-algebra_FO4364
lyche-numerical-linear-algebra_FO43653370.832x_{1}, \ldots, x_{k+1}lyche-numerical-linear-algebra_FO4365
lyche-numerical-linear-algebra_FO43663371.000\boldsymbol{A}=\boldsymbol{E}^{*} \boldsymbol{B} \boldsymbol{E}lyche-numerical-linear-algebra_FO4366
lyche-numerical-linear-algebra_FO43673371.000\boldsymbol{D}, \boldsymbol{U}^{*} \boldsymbol{A} \boldsymbol{U}=\boldsymbol{D}lyche-numerical-linear-algebra_FO4367
lyche-numerical-linear-algebra_FO43683371.000\pi(\boldsymbol{A}), \zeta(\boldsymbol{A})lyche-numerical-linear-algebra_FO4368
lyche-numerical-linear-algebra_FO43693371.000v(\boldsymbol{A})lyche-numerical-linear-algebra_FO4369
lyche-numerical-linear-algebra_FO43703371.000\pi(\boldsymbol{A})+\zeta(\boldsymbol{A})+v(\boldsymbol{A})=nlyche-numerical-linear-algebra_FO4370
lyche-numerical-linear-algebra_FO43713371.000\pi(\boldsymbol{A})=\pi(\boldsymbol{B}), \zeta(\boldsymbol{A})=\zeta(\boldsymbol{B})lyche-numerical-linear-algebra_FO4371
lyche-numerical-linear-algebra_FO43723371.000v(\boldsymbol{A})=v(\boldsymbol{B})lyche-numerical-linear-algebra_FO4372
lyche-numerical-linear-algebra_FO43733371.000\pi(\boldsymbol{A})=klyche-numerical-linear-algebra_FO4373
lyche-numerical-linear-algebra_FO43743371.000\pi(\boldsymbol{B})=m<klyche-numerical-linear-algebra_FO4374
lyche-numerical-linear-algebra_FO43753371.000\boldsymbol{E}_{1}lyche-numerical-linear-algebra_FO4375
lyche-numerical-linear-algebra_FO43763371.000m \times klyche-numerical-linear-algebra_FO4376
lyche-numerical-linear-algebra_FO43773371.000m<klyche-numerical-linear-algebra_FO4377
lyche-numerical-linear-algebra_FO43783371.000\boldsymbol{E}_{1} \boldsymbol{x}=\mathbf{0}lyche-numerical-linear-algebra_FO4378
lyche-numerical-linear-algebra_FO43793371.000\boldsymbol{y}^{T}=lyche-numerical-linear-algebra_FO4379
lyche-numerical-linear-algebra_FO43803370.996\left[\boldsymbol{x}^{T}, \mathbf{0}^{T}\right] \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO4380
lyche-numerical-linear-algebra_FO43813370.996\boldsymbol{z}=\left[z_{1}, \ldots, z_{n}\right]^{T}=\boldsymbol{E} \boldsymbol{y}lyche-numerical-linear-algebra_FO4381
lyche-numerical-linear-algebra_FO43823370.996z_{i}=0lyche-numerical-linear-algebra_FO4382
lyche-numerical-linear-algebra_FO43833370.996i=1,2, \ldots, mlyche-numerical-linear-algebra_FO4383
lyche-numerical-linear-algebra_FO43843371.000\mu_{i} \leq 0lyche-numerical-linear-algebra_FO4384
lyche-numerical-linear-algebra_FO43853371.000i \geq m+1lyche-numerical-linear-algebra_FO4385
lyche-numerical-linear-algebra_FO43863381.000\pi(\boldsymbol{A})=\pi(\boldsymbol{B})lyche-numerical-linear-algebra_FO4386
lyche-numerical-linear-algebra_FO43873381.000v(\boldsymbol{A})=lyche-numerical-linear-algebra_FO4387
lyche-numerical-linear-algebra_FO43883381.000\pi(-\boldsymbol{A})=\pi(-\boldsymbol{B})=v(\boldsymbol{B})lyche-numerical-linear-algebra_FO4388
lyche-numerical-linear-algebra_FO43893381.000\zeta(\boldsymbol{A})=n-\pi(\boldsymbol{A})-v(\boldsymbol{A})=n-\pi(\boldsymbol{B})-v(\boldsymbol{B})=lyche-numerical-linear-algebra_FO4389
lyche-numerical-linear-algebra_FO43903381.000\zeta(\boldsymbol{B})lyche-numerical-linear-algebra_FO4390
lyche-numerical-linear-algebra_FO43913381.000\boldsymbol{U}_{1}^{*} \boldsymbol{A} \boldsymbol{U}_{1}=\boldsymbol{D}_{1}lyche-numerical-linear-algebra_FO4391
lyche-numerical-linear-algebra_FO43923380.999\boldsymbol{U}_{2}^{*} \boldsymbol{B} \boldsymbol{U}_{2}=\boldsymbol{D}_{2}lyche-numerical-linear-algebra_FO4392
lyche-numerical-linear-algebra_FO43933380.999\boldsymbol{D}_{1}=\boldsymbol{F}^{*} \boldsymbol{D}_{2} \boldsymbol{F}lyche-numerical-linear-algebra_FO4393
lyche-numerical-linear-algebra_FO43943380.999\boldsymbol{F}=\boldsymbol{U}_{2}^{*} \boldsymbol{E} \boldsymbol{U}_{1}lyche-numerical-linear-algebra_FO4394
lyche-numerical-linear-algebra_FO43953381.000\boldsymbol{D}_{1}, \boldsymbol{B}lyche-numerical-linear-algebra_FO4395
lyche-numerical-linear-algebra_FO43963381.000\pi(\boldsymbol{A})=\pi\left(\boldsymbol{D}_{1}\right)=\pi\left(\boldsymbol{D}_{2}\right)=\pi(\boldsymbol{B})lyche-numerical-linear-algebra_FO4396
lyche-numerical-linear-algebra_FO43973381.000\zetalyche-numerical-linear-algebra_FO4397
lyche-numerical-linear-algebra_FO43983381.000\boldsymbol{A}=\operatorname{tridiag}\left(c_{i}, d_{i}, c_{i}\right) \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO4398
lyche-numerical-linear-algebra_FO43993381.000\alpha \in \mathbb{R}lyche-numerical-linear-algebra_FO4399
lyche-numerical-linear-algebra_FO44003381.000\boldsymbol{A}-\alpha \boldsymbol{I}lyche-numerical-linear-algebra_FO4400
lyche-numerical-linear-algebra_FO44013380.999\boldsymbol{A}-\alpha \boldsymbol{I}=\boldsymbol{L} \boldsymbol{D} \boldsymbol{L}^{T}lyche-numerical-linear-algebra_FO4401
lyche-numerical-linear-algebra_FO44023381.000d_{1}(\alpha), \ldots, d_{n}(\alpha)lyche-numerical-linear-algebra_FO4402
lyche-numerical-linear-algebra_FO44033381.000\boldsymbol{L} \boldsymbol{D} \boldsymbol{L}^{T}lyche-numerical-linear-algebra_FO4403
lyche-numerical-linear-algebra_FO44043381.000v(\boldsymbol{A}-\alpha \boldsymbol{I})=v(\boldsymbol{D})lyche-numerical-linear-algebra_FO4404
lyche-numerical-linear-algebra_FO44053380.988(\boldsymbol{A}-\alpha \boldsymbol{I}) \boldsymbol{x}=(\lambda-\alpha) \boldsymbol{x}lyche-numerical-linear-algebra_FO4405
lyche-numerical-linear-algebra_FO44063380.988\lambda-\alphalyche-numerical-linear-algebra_FO4406
lyche-numerical-linear-algebra_FO44073381.000v(\boldsymbol{A}-\alpha \boldsymbol{I})lyche-numerical-linear-algebra_FO4407
lyche-numerical-linear-algebra_FO44083381.000\lambda_{1} \geq \lambda_{2} \geqlyche-numerical-linear-algebra_FO4408
lyche-numerical-linear-algebra_FO44093380.999\cdots \geq \lambda_{n}lyche-numerical-linear-algebra_FO4409
lyche-numerical-linear-algebra_FO44103380.999(a, b)lyche-numerical-linear-algebra_FO4410
lyche-numerical-linear-algebra_FO44113391.000\rho(a)=lyche-numerical-linear-algebra_FO4411
lyche-numerical-linear-algebra_FO44123391.000n, \rho(b)=0lyche-numerical-linear-algebra_FO4412
lyche-numerical-linear-algebra_FO44133391.000\left\{\left[a_{j}, b_{j}\right]\right\}lyche-numerical-linear-algebra_FO4413
lyche-numerical-linear-algebra_FO44143391.000b_{j}-a_{j}=lyche-numerical-linear-algebra_FO4414
lyche-numerical-linear-algebra_FO44153391.0002^{-j}(b-a)lyche-numerical-linear-algebra_FO4415
lyche-numerical-linear-algebra_FO44163391.000d_{k}(\alpha)lyche-numerical-linear-algebra_FO4416
lyche-numerical-linear-algebra_FO44173391.000\delta_{k}=lyche-numerical-linear-algebra_FO4417
lyche-numerical-linear-algebra_FO44183391.000c_{k} \epsilon_{M}lyche-numerical-linear-algebra_FO4418
lyche-numerical-linear-algebra_FO44193391.000\epsilon_{M}lyche-numerical-linear-algebra_FO4419
lyche-numerical-linear-algebra_FO44203391.0002 \times 10^{-16}lyche-numerical-linear-algebra_FO4420
lyche-numerical-linear-algebra_FO44213391.000\left|d_{k}(\alpha)\right|<\left|\delta_{k}\right|lyche-numerical-linear-algebra_FO4421
lyche-numerical-linear-algebra_FO44223400.998\boldsymbol{A}\left(\left|a_{i, i}\right|>\right.lyche-numerical-linear-algebra_FO4422
lyche-numerical-linear-algebra_FO44233401.000\sum_{j \neq i}\left|a_{i, j}\right|lyche-numerical-linear-algebra_FO4423
lyche-numerical-linear-algebra_FO44243401.000R:=R_{1} \cup \cdots \cup R_{n}lyche-numerical-linear-algebra_FO4424
lyche-numerical-linear-algebra_FO44253401.000C=C_{1} \cup \cdots \cup C_{n}lyche-numerical-linear-algebra_FO4425
lyche-numerical-linear-algebra_FO44263400.987\boldsymbol{s}=\left[s_{1}, \ldots, s_{n}\right] \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO4426
lyche-numerical-linear-algebra_FO44273401.000\boldsymbol{r}=\left[r_{1}, \ldots, r_{n}\right] \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO4427
lyche-numerical-linear-algebra_FO44283401.000\boldsymbol{c}=\left[c_{1}, \ldots, c_{n}\right] \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO4428
lyche-numerical-linear-algebra_FO44293401.000\boldsymbol{A}\left(t_{2}\right)lyche-numerical-linear-algebra_FO4429
lyche-numerical-linear-algebra_FO44303401.000\boldsymbol{A}=\boldsymbol{A}\left(t_{1}\right)lyche-numerical-linear-algebra_FO4430
lyche-numerical-linear-algebra_FO44313401.000\boldsymbol{E}=\boldsymbol{A}\left(t_{2}\right)-\boldsymbol{A}\left(t_{1}\right)lyche-numerical-linear-algebra_FO4431
lyche-numerical-linear-algebra_FO44323401.000\boldsymbol{A}\left(t_{1}\right)lyche-numerical-linear-algebra_FO4432
lyche-numerical-linear-algebra_FO44333401.000\|\boldsymbol{A}\|_{\infty}=lyche-numerical-linear-algebra_FO4433
lyche-numerical-linear-algebra_FO44343401.000\left[a_{k j}\right], \boldsymbol{E}=\left[e_{k j}\right]lyche-numerical-linear-algebra_FO4434
lyche-numerical-linear-algebra_FO44353401.000\boldsymbol{B}=\left[b_{k j}\right]lyche-numerical-linear-algebra_FO4435
lyche-numerical-linear-algebra_FO44363401.000\mathbb{R}^{n, n}lyche-numerical-linear-algebra_FO4436
lyche-numerical-linear-algebra_FO44373411.000\boldsymbol{B}=\boldsymbol{A}+\boldsymbol{E}lyche-numerical-linear-algebra_FO4437
lyche-numerical-linear-algebra_FO44383411.000\|\boldsymbol{A}\|_{2}=\|\boldsymbol{B}\|_{2}=1lyche-numerical-linear-algebra_FO4438
lyche-numerical-linear-algebra_FO44393411.000\boldsymbol{A}, \boldsymbol{E}, \boldsymbol{B}lyche-numerical-linear-algebra_FO4439
lyche-numerical-linear-algebra_FO44403411.000\mu=\epsilon^{1 / n}lyche-numerical-linear-algebra_FO4440
lyche-numerical-linear-algebra_FO44413411.000\frac{10}{3} n^{3}=5 G_{n}lyche-numerical-linear-algebra_FO4441
lyche-numerical-linear-algebra_FO44423411.000\frac{4}{3} n^{3}=2 G_{n}lyche-numerical-linear-algebra_FO4442
lyche-numerical-linear-algebra_FO44433411.000\boldsymbol{V}_{k} \boldsymbol{E}_{k} \boldsymbol{V}_{k}lyche-numerical-linear-algebra_FO4443
lyche-numerical-linear-algebra_FO44443411.000\boldsymbol{E}_{k}lyche-numerical-linear-algebra_FO4444
lyche-numerical-linear-algebra_FO44453411.000\boldsymbol{G}=\left(\boldsymbol{I}-\boldsymbol{v} \boldsymbol{v}^{T}\right) \boldsymbol{E}\left(\boldsymbol{I}-\boldsymbol{v} \boldsymbol{v}^{T}\right)lyche-numerical-linear-algebra_FO4445
lyche-numerical-linear-algebra_FO44463411.000\boldsymbol{w}:=\boldsymbol{E} \boldsymbol{v}, \beta:=\frac{1}{2} \boldsymbol{v}^{T} \boldsymbol{w}lyche-numerical-linear-algebra_FO4446
lyche-numerical-linear-algebra_FO44473410.999\boldsymbol{z}:=\boldsymbol{w}-\beta \boldsymbol{v}lyche-numerical-linear-algebra_FO4447
lyche-numerical-linear-algebra_FO44483410.999\boldsymbol{G}=\boldsymbol{E}-\boldsymbol{v} \boldsymbol{z}^{T}-\boldsymbol{z} \boldsymbol{v}^{T}lyche-numerical-linear-algebra_FO4448
lyche-numerical-linear-algebra_FO44493411.000O\left(4 n^{3} / 3\right)lyche-numerical-linear-algebra_FO4449
lyche-numerical-linear-algebra_FO44503420.999d_{k}lyche-numerical-linear-algebra_FO4450
lyche-numerical-linear-algebra_FO44513420.999\boldsymbol{A}_{n}lyche-numerical-linear-algebra_FO4451
lyche-numerical-linear-algebra_FO44523421.0005+\sqrt{24}<d_{k} \leq 10, k=1,2, \ldots, nlyche-numerical-linear-algebra_FO4452
lyche-numerical-linear-algebra_FO44533421.000D_{n}:=\operatorname{det}\left(\boldsymbol{A}_{n}\right)>(5+\sqrt{24})^{n}lyche-numerical-linear-algebra_FO4453
lyche-numerical-linear-algebra_FO44543421.000n_{0} \in \mathbb{N}lyche-numerical-linear-algebra_FO4454
lyche-numerical-linear-algebra_FO44553421.000D_{n_{0}}lyche-numerical-linear-algebra_FO4455
lyche-numerical-linear-algebra_FO44563420.935\boldsymbol{B}=\boldsymbol{U}^{T} \boldsymbol{D} \boldsymbol{U}lyche-numerical-linear-algebra_FO4456
lyche-numerical-linear-algebra_FO44573421.000\hat{\boldsymbol{A}}=\boldsymbol{D}^{-1 / 2} \boldsymbol{U} \boldsymbol{A} \boldsymbol{U}^{T} \boldsymbol{D}^{-1 / 2}lyche-numerical-linear-algebra_FO4457
lyche-numerical-linear-algebra_FO44583421.000\hat{\boldsymbol{A}}lyche-numerical-linear-algebra_FO4458
lyche-numerical-linear-algebra_FO44593421.000\hat{\boldsymbol{A}}=\hat{\boldsymbol{U}}^{T} \hat{\boldsymbol{D}} \hat{\boldsymbol{U}}lyche-numerical-linear-algebra_FO4459
lyche-numerical-linear-algebra_FO44603421.000\hat{\boldsymbol{D}}lyche-numerical-linear-algebra_FO4460
lyche-numerical-linear-algebra_FO44613421.000\boldsymbol{E}=lyche-numerical-linear-algebra_FO4461
lyche-numerical-linear-algebra_FO44623421.000\boldsymbol{U}^{T} \boldsymbol{D}^{-1 / 2} \hat{\boldsymbol{U}}^{T}lyche-numerical-linear-algebra_FO4462
lyche-numerical-linear-algebra_FO44633420.999\boldsymbol{E}^{T} \boldsymbol{A} \boldsymbol{E}=\hat{\boldsymbol{D}}, \boldsymbol{E}^{T} \boldsymbol{B} \boldsymbol{E}=\boldsymbol{I}lyche-numerical-linear-algebra_FO4463
lyche-numerical-linear-algebra_FO44643421.000\boldsymbol{A}=\operatorname{tridiag}(\boldsymbol{c}, \boldsymbol{d}, \boldsymbol{c})lyche-numerical-linear-algebra_FO4464
lyche-numerical-linear-algebra_FO44653421.000d_{1}, \ldots, d_{n}lyche-numerical-linear-algebra_FO4465
lyche-numerical-linear-algebra_FO44663421.000c_{1}, \ldots, c_{n-1}lyche-numerical-linear-algebra_FO4466
lyche-numerical-linear-algebra_FO44673420.998\mathrm{k}=\operatorname{counting}(\mathrm{c}, \mathrm{d}, \mathrm{x})lyche-numerical-linear-algebra_FO4467
lyche-numerical-linear-algebra_FO44683421.000d_{j}(x)lyche-numerical-linear-algebra_FO4468
lyche-numerical-linear-algebra_FO44693420.907(a, b]lyche-numerical-linear-algebra_FO4469
lyche-numerical-linear-algebra_FO44703420.901\left\{\left(a_{j}, b_{j}\right]\right\}lyche-numerical-linear-algebra_FO4470
lyche-numerical-linear-algebra_FO44713420.901b_{j}-a_{j} \leq(b-a) \epsilon_{M}lyche-numerical-linear-algebra_FO4471
lyche-numerical-linear-algebra_FO44723421.000\epsilon_{M} \approx 2.22 \times 10^{-16}lyche-numerical-linear-algebra_FO4472
lyche-numerical-linear-algebra_FO44733420.795\boldsymbol{T}:=\operatorname{tridiag}(-1,2,-1)lyche-numerical-linear-algebra_FO4473
lyche-numerical-linear-algebra_FO44743421.000\lambda_{5}lyche-numerical-linear-algebra_FO4474
lyche-numerical-linear-algebra_FO44753431.000x \in \mathbb{C}lyche-numerical-linear-algebra_FO4475
lyche-numerical-linear-algebra_FO44763431.000f(x)=lyche-numerical-linear-algebra_FO4476
lyche-numerical-linear-algebra_FO44773431.000\operatorname{det}(\boldsymbol{A}-x \boldsymbol{I})lyche-numerical-linear-algebra_FO4477
lyche-numerical-linear-algebra_FO44783431.000\mu \in \sigma(\boldsymbol{A}+\boldsymbol{E})lyche-numerical-linear-algebra_FO4478
lyche-numerical-linear-algebra_FO44793450.6042 z_{k} / 3^{k}lyche-numerical-linear-algebra_FO4479
lyche-numerical-linear-algebra_FO44803450.604[1,-1]lyche-numerical-linear-algebra_FO4480
lyche-numerical-linear-algebra_FO44813450.954\lambda=3lyche-numerical-linear-algebra_FO4481
lyche-numerical-linear-algebra_FO44823450.954\left\{z_{k}^{T} \boldsymbol{A} z_{k} / z_{k}^{T} z_{k}\right\}lyche-numerical-linear-algebra_FO4482
lyche-numerical-linear-algebra_FO44833450.628\boldsymbol{z}_{0}lyche-numerical-linear-algebra_FO4483
lyche-numerical-linear-algebra_FO44843451.000\left(\lambda_{j}^{k}, \boldsymbol{v}_{j}\right), j=1,2lyche-numerical-linear-algebra_FO4484
lyche-numerical-linear-algebra_FO44853450.7493^{-k} z_{k}=c_{1} \boldsymbol{v}_{1}+3^{-k} c_{2} \boldsymbol{v}_{2} \rightarrow c_{1} \boldsymbol{v}_{1}lyche-numerical-linear-algebra_FO4485
lyche-numerical-linear-algebra_FO44863450.749c_{1} \neq 0lyche-numerical-linear-algebra_FO4486
lyche-numerical-linear-algebra_FO44873451.000\left(\lambda_{j}, \boldsymbol{v}_{j}\right), j=1, \ldots, nlyche-numerical-linear-algebra_FO4487
lyche-numerical-linear-algebra_FO44883451.000\left|\lambda_{1}\right|>\left|\lambda_{2}\right| \geq \cdots \geqlyche-numerical-linear-algebra_FO4488
lyche-numerical-linear-algebra_FO44893451.000\left|\lambda_{n}\right|lyche-numerical-linear-algebra_FO4489
lyche-numerical-linear-algebra_FO44903450.905z_{0} \in \mathbb{C}^{n}lyche-numerical-linear-algebra_FO4490
lyche-numerical-linear-algebra_FO44913450.999z_{0}lyche-numerical-linear-algebra_FO4491
lyche-numerical-linear-algebra_FO44923450.522z_{0}=c_{1} \boldsymbol{v}_{1}+c_{2} \boldsymbol{v}_{2}+\cdots+c_{n} \boldsymbol{v}_{n}lyche-numerical-linear-algebra_FO4492
lyche-numerical-linear-algebra_FO44933451.000\boldsymbol{A}^{k} \boldsymbol{v}_{j}=\lambda_{j}^{k} \boldsymbol{v}_{j}lyche-numerical-linear-algebra_FO4493
lyche-numerical-linear-algebra_FO44943451.000\lambda_{1}^{k}lyche-numerical-linear-algebra_FO4494
lyche-numerical-linear-algebra_FO44953460.772\left(\lambda_{j} / \lambda_{1}\right)^{k} \rightarrow 0lyche-numerical-linear-algebra_FO4495
lyche-numerical-linear-algebra_FO44963460.534(i)lyche-numerical-linear-algebra_FO4496
lyche-numerical-linear-algebra_FO44973460.989z_{k}lyche-numerical-linear-algebra_FO4497
lyche-numerical-linear-algebra_FO44983460.766\boldsymbol{x}_{0}=z_{0} /\left\|z_{0}\right\|lyche-numerical-linear-algebra_FO4498
lyche-numerical-linear-algebra_FO44993461.000k=1,2, \ldotslyche-numerical-linear-algebra_FO4499
lyche-numerical-linear-algebra_FO45003461.000\lambda_{1}>0lyche-numerical-linear-algebra_FO4500
lyche-numerical-linear-algebra_FO45013461.000c_{1}>0lyche-numerical-linear-algebra_FO4501
lyche-numerical-linear-algebra_FO45023461.000\boldsymbol{u}_{1}:=\boldsymbol{v}_{1} /\left\|\boldsymbol{v}_{1}\right\|lyche-numerical-linear-algebra_FO4502
lyche-numerical-linear-algebra_FO45033460.980\boldsymbol{x}_{k}=\boldsymbol{z}_{k} /\left\|\boldsymbol{z}_{k}\right\|lyche-numerical-linear-algebra_FO4503
lyche-numerical-linear-algebra_FO45043460.980\boldsymbol{z}_{k}=lyche-numerical-linear-algebra_FO4504
lyche-numerical-linear-algebra_FO45053460.999\boldsymbol{A}^{k} \boldsymbol{z}_{0}lyche-numerical-linear-algebra_FO4505
lyche-numerical-linear-algebra_FO45063460.999\boldsymbol{y}_{k}=\boldsymbol{A} \boldsymbol{x}_{k-1}=lyche-numerical-linear-algebra_FO4506
lyche-numerical-linear-algebra_FO45073461.000\boldsymbol{A} \boldsymbol{z}_{k-1} /\left\|\boldsymbol{z}_{k-1}\right\|=\boldsymbol{z}_{k} /\left\|\boldsymbol{z}_{k-1}\right\|lyche-numerical-linear-algebra_FO4507
lyche-numerical-linear-algebra_FO45083461.000\boldsymbol{x}_{k}=\left(\boldsymbol{z}_{k} /\left\|\boldsymbol{z}_{k-1}\right\|\right)\left(\left\|\boldsymbol{z}_{k-1}\right\| /\left\|\boldsymbol{z}_{k}\right\|\right)=\boldsymbol{z}_{k} /\left\|\boldsymbol{z}_{k}\right\|lyche-numerical-linear-algebra_FO4508
lyche-numerical-linear-algebra_FO45093461.000r(\lambda):=\boldsymbol{A} \boldsymbol{u}-\lambda \boldsymbol{u}lyche-numerical-linear-algebra_FO4509
lyche-numerical-linear-algebra_FO45103461.000\boldsymbol{u} \in \mathbb{C}^{n} \backslash\{\mathbf{0}\}lyche-numerical-linear-algebra_FO4510
lyche-numerical-linear-algebra_FO45113461.000\rho: \mathbb{C} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO4511
lyche-numerical-linear-algebra_FO45123461.000\rho(\lambda)=\|\boldsymbol{A} \boldsymbol{u}-\lambda \boldsymbol{u}\|_{2}lyche-numerical-linear-algebra_FO4512
lyche-numerical-linear-algebra_FO45133460.906\lambda:=\frac{\boldsymbol{u}^{*} \boldsymbol{A} \boldsymbol{u}}{\boldsymbol{u}^{*} \boldsymbol{u}}lyche-numerical-linear-algebra_FO4513
lyche-numerical-linear-algebra_FO45143471.000\{\boldsymbol{u}, \boldsymbol{U}\}lyche-numerical-linear-algebra_FO4514
lyche-numerical-linear-algebra_FO45153471.000\boldsymbol{U}^{*} \boldsymbol{u}=\mathbf{0}lyche-numerical-linear-algebra_FO4515
lyche-numerical-linear-algebra_FO45163471.000\lambda=\boldsymbol{u}^{*} \boldsymbol{A} \boldsymbol{u}lyche-numerical-linear-algebra_FO4516
lyche-numerical-linear-algebra_FO45173470.909(\mu, \boldsymbol{u})lyche-numerical-linear-algebra_FO4517
lyche-numerical-linear-algebra_FO45183470.909\|\boldsymbol{u}\|_{2}=1lyche-numerical-linear-algebra_FO4518
lyche-numerical-linear-algebra_FO45193470.860l, \boldsymbol{x}lyche-numerical-linear-algebra_FO4519
lyche-numerical-linear-algebra_FO45203470.767\|\boldsymbol{A} \boldsymbol{x}-l \boldsymbol{x}\|_{2} /\|\boldsymbol{A}\|_{F}<t o llyche-numerical-linear-algebra_FO4520
lyche-numerical-linear-algebra_FO45213470.877=K+1lyche-numerical-linear-algebra_FO4521
lyche-numerical-linear-algebra_FO45223480.900\boldsymbol{z}=[0.6602,0.3420]lyche-numerical-linear-algebra_FO4522
lyche-numerical-linear-algebra_FO45233480.900=10^{-6}lyche-numerical-linear-algebra_FO4523
lyche-numerical-linear-algebra_FO45243481.000\frac{\left|\lambda_{2}\right|}{\left|\lambda_{1}\right|}lyche-numerical-linear-algebra_FO4524
lyche-numerical-linear-algebra_FO45253481.000\lambda_{1}=5.3723lyche-numerical-linear-algebra_FO4525
lyche-numerical-linear-algebra_FO45263481.000\lambda_{2}=-0.3723lyche-numerical-linear-algebra_FO4526
lyche-numerical-linear-algebra_FO45273481.000\lambda_{2}=1.9lyche-numerical-linear-algebra_FO4527
lyche-numerical-linear-algebra_FO45283481.000\boldsymbol{A}-s \boldsymbol{I}lyche-numerical-linear-algebra_FO4528
lyche-numerical-linear-algebra_FO45293481.000\lambda-slyche-numerical-linear-algebra_FO4529
lyche-numerical-linear-algebra_FO45303481.000(\boldsymbol{A}-s \boldsymbol{I})^{-1}lyche-numerical-linear-algebra_FO4530
lyche-numerical-linear-algebra_FO45313481.000\lim _{s \rightarrow \lambda_{1}}\left|\mu_{1}(s)\right|=\inftylyche-numerical-linear-algebra_FO4531
lyche-numerical-linear-algebra_FO45323481.000\lim _{s \rightarrow \lambda_{1}} \mu_{j}(s)=\left(\lambda_{j}-\lambda_{1}\right)^{-1}<\inftylyche-numerical-linear-algebra_FO4532
lyche-numerical-linear-algebra_FO45333481.000j=2, \ldots, nlyche-numerical-linear-algebra_FO4533
lyche-numerical-linear-algebra_FO45343490.987s_{k-1}lyche-numerical-linear-algebra_FO4534
lyche-numerical-linear-algebra_FO45353491.000\boldsymbol{A} \boldsymbol{x}_{k}lyche-numerical-linear-algebra_FO4535
lyche-numerical-linear-algebra_FO45363500.913i ilyche-numerical-linear-algebra_FO4536
lyche-numerical-linear-algebra_FO45373500.995(s, \boldsymbol{x})lyche-numerical-linear-algebra_FO4537
lyche-numerical-linear-algebra_FO45383500.995(\lambda, \boldsymbol{v})lyche-numerical-linear-algebra_FO4538
lyche-numerical-linear-algebra_FO45393501.000n rlyche-numerical-linear-algebra_FO4539
lyche-numerical-linear-algebra_FO45403501.000\lambda_{1}=(5-\sqrt{33}) / 2 \approx-0.37lyche-numerical-linear-algebra_FO4540
lyche-numerical-linear-algebra_FO45413501.000s=lyche-numerical-linear-algebra_FO4541
lyche-numerical-linear-algebra_FO45453510.960\boldsymbol{Q} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO4545
lyche-numerical-linear-algebra_FO45463511.000\boldsymbol{R} \in \mathbb{C}^{n \times n}lyche-numerical-linear-algebra_FO4546
lyche-numerical-linear-algebra_FO45473511.000\boldsymbol{R}_{k} \boldsymbol{Q}_{k}lyche-numerical-linear-algebra_FO4547
lyche-numerical-linear-algebra_FO45483511.000\boldsymbol{R}_{k}=\boldsymbol{Q}_{k}^{*} \boldsymbol{A}_{k}lyche-numerical-linear-algebra_FO4548
lyche-numerical-linear-algebra_FO45493521.000\boldsymbol{A}_{10}lyche-numerical-linear-algebra_FO4549
lyche-numerical-linear-algebra_FO45503521.000\lambda_{1}=3lyche-numerical-linear-algebra_FO4550
lyche-numerical-linear-algebra_FO45513520.999\lambda_{2}=1lyche-numerical-linear-algebra_FO4551
lyche-numerical-linear-algebra_FO45523521.000\lambda_{1}, \ldots, \lambda_{4}lyche-numerical-linear-algebra_FO4552
lyche-numerical-linear-algebra_FO45533520.835\boldsymbol{A}_{14}lyche-numerical-linear-algebra_FO4553
lyche-numerical-linear-algebra_FO45543521.000\lambda_{1} \approx 2.323lyche-numerical-linear-algebra_FO4554
lyche-numerical-linear-algebra_FO45553521.000\lambda_{4} \approx 0.2275lyche-numerical-linear-algebra_FO4555
lyche-numerical-linear-algebra_FO45563520.813\lambda_{2} \approx 0.0914+0.4586 ilyche-numerical-linear-algebra_FO4556
lyche-numerical-linear-algebra_FO45573520.813\lambda_{3} \approxlyche-numerical-linear-algebra_FO4557
lyche-numerical-linear-algebra_FO45583521.000\left(\boldsymbol{A}_{k}\right)_{k}lyche-numerical-linear-algebra_FO4558
lyche-numerical-linear-algebra_FO45593520.674k=1,2,3 \ldotslyche-numerical-linear-algebra_FO4559
lyche-numerical-linear-algebra_FO45603520.674A^{k}lyche-numerical-linear-algebra_FO4560
lyche-numerical-linear-algebra_FO45613521.000\boldsymbol{A}^{k}=\tilde{\boldsymbol{Q}}_{k} \tilde{\boldsymbol{R}}_{k}lyche-numerical-linear-algebra_FO4561
lyche-numerical-linear-algebra_FO45623521.000\boldsymbol{Q}_{1}, \ldots, \boldsymbol{Q}_{k}, \boldsymbol{R}_{1}, \ldots, \boldsymbol{R}_{k}lyche-numerical-linear-algebra_FO4562
lyche-numerical-linear-algebra_FO45633531.000\tilde{\boldsymbol{Q}}_{1} \tilde{\boldsymbol{R}}_{1}=\boldsymbol{Q}_{1} \boldsymbol{R}_{1}=\boldsymbol{A}_{1}lyche-numerical-linear-algebra_FO4563
lyche-numerical-linear-algebra_FO45643531.000\tilde{\boldsymbol{Q}}_{k-1} \tilde{\boldsymbol{R}}_{k-1}=\boldsymbol{A}^{k-1}lyche-numerical-linear-algebra_FO4564
lyche-numerical-linear-algebra_FO45653531.000\boldsymbol{Q}_{k} \boldsymbol{R}_{k}=\boldsymbol{A}_{k}lyche-numerical-linear-algebra_FO4565
lyche-numerical-linear-algebra_FO45663531.000\tilde{\boldsymbol{R}}_{k}lyche-numerical-linear-algebra_FO4566
lyche-numerical-linear-algebra_FO45673531.000\left\|\tilde{\boldsymbol{q}}_{1}^{(k)}\right\|_{2}=1lyche-numerical-linear-algebra_FO4567
lyche-numerical-linear-algebra_FO45683531.000\tilde{\boldsymbol{Q}}_{k}lyche-numerical-linear-algebra_FO4568
lyche-numerical-linear-algebra_FO45693531.000\boldsymbol{x}_{0}=\boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO4569
lyche-numerical-linear-algebra_FO45703531.000\lambda_{1} \boldsymbol{e}_{1}lyche-numerical-linear-algebra_FO4570
lyche-numerical-linear-algebra_FO45713531.000\left(\tilde{\boldsymbol{Q}}_{k}^{*} \boldsymbol{A} \tilde{\boldsymbol{Q}}_{k}\right)_{k}lyche-numerical-linear-algebra_FO4571
lyche-numerical-linear-algebra_FO45723531.000\boldsymbol{H}_{1}lyche-numerical-linear-algebra_FO4572
lyche-numerical-linear-algebra_FO45733531.000\boldsymbol{P}_{i, i+1}, i=1, \ldots, n-1lyche-numerical-linear-algebra_FO4573
lyche-numerical-linear-algebra_FO45743531.000\boldsymbol{P}_{n-1, n} \cdots \boldsymbol{P}_{1,2} \boldsymbol{H}_{1}=\boldsymbol{R}_{1}lyche-numerical-linear-algebra_FO4574
lyche-numerical-linear-algebra_FO45753531.000\boldsymbol{H}_{1}=\boldsymbol{Q}_{1} \boldsymbol{R}_{1}lyche-numerical-linear-algebra_FO4575
lyche-numerical-linear-algebra_FO45763530.999\boldsymbol{Q}_{1}=\boldsymbol{P}_{1,2}^{*} \cdots \boldsymbol{P}_{n-1, n}^{*}lyche-numerical-linear-algebra_FO4576
lyche-numerical-linear-algebra_FO45773530.996\boldsymbol{R}_{1} \boldsymbol{Q}_{1}=\boldsymbol{R}_{1} \boldsymbol{P}_{1,2}^{*} \cdots \boldsymbol{P}_{n-1, n}^{*}lyche-numerical-linear-algebra_FO4577
lyche-numerical-linear-algebra_FO45783530.999(i+1, i)lyche-numerical-linear-algebra_FO4578
lyche-numerical-linear-algebra_FO45793540.993\boldsymbol{R} \boldsymbol{P}_{1,2}^{*} \cdots \boldsymbol{P}_{n-1, n}^{*}lyche-numerical-linear-algebra_FO4579
lyche-numerical-linear-algebra_FO45803541.000a_{i+1, i}lyche-numerical-linear-algebra_FO4580
lyche-numerical-linear-algebra_FO45813541.000A(1: i, 1: i)lyche-numerical-linear-algebra_FO4581
lyche-numerical-linear-algebra_FO45823541.000A(i+1: n, i+1: n)lyche-numerical-linear-algebra_FO4582
lyche-numerical-linear-algebra_FO45833541.000\left|a_{i+1, i}^{(k)}\right| \leq \epsilonlyche-numerical-linear-algebra_FO4583
lyche-numerical-linear-algebra_FO45843540.992\hat{\boldsymbol{A}}_{k}:=\boldsymbol{A}_{k}-a_{i+1, i}^{(k)} \boldsymbol{e}_{i+1} \boldsymbol{e}_{i}^{T}lyche-numerical-linear-algebra_FO4584
lyche-numerical-linear-algebra_FO45853541.000\boldsymbol{A}_{k}=\tilde{\boldsymbol{Q}}_{k-1}^{*} \boldsymbol{A} \tilde{\boldsymbol{Q}}_{k-1}lyche-numerical-linear-algebra_FO4585
lyche-numerical-linear-algebra_FO45863541.000\tilde{\boldsymbol{Q}}_{k-1}lyche-numerical-linear-algebra_FO4586
lyche-numerical-linear-algebra_FO45873541.000\|\boldsymbol{E}\|_{F}=\left\|a_{i+1, i}^{(k)} \boldsymbol{e}_{i+1} \boldsymbol{e}_{i}^{T}\right\|_{F}=\left|a_{i+1, i}^{(k)}\right| \leq \epsilonlyche-numerical-linear-algebra_FO4587
lyche-numerical-linear-algebra_FO45883541.000a_{i+1, i}^{(k)}=0lyche-numerical-linear-algebra_FO4588
lyche-numerical-linear-algebra_FO45893551.000\boldsymbol{R}_{k}=\boldsymbol{Q}_{k}^{*}\left(\boldsymbol{A}_{k}-s_{k} \boldsymbol{I}\right)lyche-numerical-linear-algebra_FO4589
lyche-numerical-linear-algebra_FO45903551.000\boldsymbol{Q}_{k}lyche-numerical-linear-algebra_FO4590
lyche-numerical-linear-algebra_FO45913550.998\boldsymbol{A}-s_{k} \boldsymbol{I}=\boldsymbol{Q}_{k} \boldsymbol{R}_{k}lyche-numerical-linear-algebra_FO4591
lyche-numerical-linear-algebra_FO45923550.998\left(\boldsymbol{A}-s_{k} \boldsymbol{I}\right)^{*}=\boldsymbol{R}_{k}^{*} \boldsymbol{Q}_{k}^{*}lyche-numerical-linear-algebra_FO4592
lyche-numerical-linear-algebra_FO45933550.998\left(\boldsymbol{A}-s_{k} \boldsymbol{I}\right)^{*} \boldsymbol{Q}_{k}=\boldsymbol{R}_{k}^{*}lyche-numerical-linear-algebra_FO4593
lyche-numerical-linear-algebra_FO45943551.000\boldsymbol{R}_{k}^{*}lyche-numerical-linear-algebra_FO4594
lyche-numerical-linear-algebra_FO45953551.000n, nlyche-numerical-linear-algebra_FO4595
lyche-numerical-linear-algebra_FO45963551.000\bar{r}_{n n}^{(k)}lyche-numerical-linear-algebra_FO4596
lyche-numerical-linear-algebra_FO45973551.000\left(\boldsymbol{A}-s_{k} \boldsymbol{I}\right)^{*} \boldsymbol{Q}_{k} \boldsymbol{e}_{n}=lyche-numerical-linear-algebra_FO4597
lyche-numerical-linear-algebra_FO45983551.000\boldsymbol{R}_{k}^{*} \boldsymbol{e}_{n}=\bar{r}_{n n}^{(k)} \boldsymbol{e}_{n}lyche-numerical-linear-algebra_FO4598
lyche-numerical-linear-algebra_FO45993551.000s_{k}:=\boldsymbol{e}_{n}^{T} \boldsymbol{A}_{k} \boldsymbol{e}_{n}lyche-numerical-linear-algebra_FO4599
lyche-numerical-linear-algebra_FO46003550.999\boldsymbol{A}:=?\left[\begin{array}{ll}0 & 1 \\ 1 & 0\end{array}\right]lyche-numerical-linear-algebra_FO4600
lyche-numerical-linear-algebra_FO46013550.999\boldsymbol{A}_{k}=\boldsymbol{A}lyche-numerical-linear-algebra_FO4601
lyche-numerical-linear-algebra_FO46023551.000\boldsymbol{A} \boldsymbol{u}-\lambda \boldsymbol{u}lyche-numerical-linear-algebra_FO4602
lyche-numerical-linear-algebra_FO46033551.000\lambda=\frac{\boldsymbol{u}^{*} \boldsymbol{A} \boldsymbol{u}}{\boldsymbol{u}^{*} \boldsymbol{u}}lyche-numerical-linear-algebra_FO4603
lyche-numerical-linear-algebra_FO46043581.000f: \mathbb{R}^{n} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO4604
lyche-numerical-linear-algebra_FO46053581.000\nabla f(\boldsymbol{x}) \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO4605
lyche-numerical-linear-algebra_FO46063581.000\boldsymbol{H} f=\nabla \nabla^{T} f(\boldsymbol{x}) \in \mathbb{R}^{n \times n}lyche-numerical-linear-algebra_FO4606
lyche-numerical-linear-algebra_FO46073581.000\nabla^{T} f:=(\nabla f)^{T}lyche-numerical-linear-algebra_FO4607
lyche-numerical-linear-algebra_FO46083581.000\nabla \nabla^{T}lyche-numerical-linear-algebra_FO4608
lyche-numerical-linear-algebra_FO46093581.000\nabla^{T} \nablalyche-numerical-linear-algebra_FO4609
lyche-numerical-linear-algebra_FO46103581.000\nabla^{T} \nabla f=D_{1}^{2} f+\cdots+D_{n}^{2} f=: \nabla^{2}lyche-numerical-linear-algebra_FO4610
lyche-numerical-linear-algebra_FO46113581.000f, g: \mathbb{R}^{n} \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO4611
lyche-numerical-linear-algebra_FO46123580.982\nabla(f g)=f \nabla g+g \nabla f, \quad \nabla^{T}(f g)=f \nabla^{T} g+g \nabla^{T} flyche-numerical-linear-algebra_FO4612
lyche-numerical-linear-algebra_FO46133581.000\nabla \nabla^{T}(f g)=\nabla f \nabla^{T} g+\nabla g \nabla^{T} f+f \nabla \nabla^{T} g+g \nabla \nabla^{T} flyche-numerical-linear-algebra_FO4613
lyche-numerical-linear-algebra_FO46143581.000\nabla^{2}(f g)=2 \nabla^{T} f \nabla g+f \nabla^{2} g+g \nabla^{2} flyche-numerical-linear-algebra_FO4614
lyche-numerical-linear-algebra_FO46153591.000\boldsymbol{f}=\left[f_{1}, \ldots f_{m}\right]^{T}: \mathbb{R}^{n} \rightarrow \mathbb{R}^{m}lyche-numerical-linear-algebra_FO4615
lyche-numerical-linear-algebra_FO46163591.000f(\boldsymbol{x})=f(x, y)=x^{2}-x y+y^{2}lyche-numerical-linear-algebra_FO4616
lyche-numerical-linear-algebra_FO46173591.000\boldsymbol{g}(x, y):=[f(x, y), x-y]^{T}lyche-numerical-linear-algebra_FO4617
lyche-numerical-linear-algebra_FO46183591.000f \in C^{2}(\Omega)lyche-numerical-linear-algebra_FO4618
lyche-numerical-linear-algebra_FO46193590.633\Omega \in \mathbb{R}^{n}lyche-numerical-linear-algebra_FO4619
lyche-numerical-linear-algebra_FO46203590.633\boldsymbol{x}, \boldsymbol{x}+\boldsymbol{h} \in \Omegalyche-numerical-linear-algebra_FO4620
lyche-numerical-linear-algebra_FO46213590.633L:=\{\boldsymbol{x}+t \boldsymbol{h}:lyche-numerical-linear-algebra_FO4621
lyche-numerical-linear-algebra_FO46223591.000t \in(0,1)\} \subset \Omegalyche-numerical-linear-algebra_FO4622
lyche-numerical-linear-algebra_FO46233591.000g:[0,1] \rightarrow \mathbb{R}lyche-numerical-linear-algebra_FO4623
lyche-numerical-linear-algebra_FO46243591.000g(t):=f(\boldsymbol{x}+t \boldsymbol{h})lyche-numerical-linear-algebra_FO4624
lyche-numerical-linear-algebra_FO46253591.000g \in C^{2}[0,1]lyche-numerical-linear-algebra_FO4625
lyche-numerical-linear-algebra_FO46263591.000\boldsymbol{c}=\boldsymbol{x}+u \boldsymbol{h}lyche-numerical-linear-algebra_FO4626
lyche-numerical-linear-algebra_FO46273601.000m, n \in \mathbb{N}, \boldsymbol{B} \in \mathbb{R}^{n \times n}, \boldsymbol{C} \inlyche-numerical-linear-algebra_FO4627
lyche-numerical-linear-algebra_FO46283601.000\boldsymbol{x} \in \mathbb{R}^{n}, \boldsymbol{y} \in \mathbb{R}^{m}lyche-numerical-linear-algebra_FO4628
lyche-numerical-linear-algebra_FO46293601.000\nabla\left(\boldsymbol{y}^{T} \boldsymbol{C}\right)=\nabla^{T}(\boldsymbol{C} \boldsymbol{x})=\boldsymbol{C}lyche-numerical-linear-algebra_FO4629
lyche-numerical-linear-algebra_FO46303601.000\nabla\left(\boldsymbol{x}^{T} \boldsymbol{B} \boldsymbol{x}\right)=\left(\boldsymbol{B}+\boldsymbol{B}^{T}\right) \boldsymbol{x}, \quad \nabla^{T}\left(\boldsymbol{x}^{T} \boldsymbol{B} \boldsymbol{x}\right)=\boldsymbol{x}^{T}\left(\boldsymbol{B}+\boldsymbol{B}^{T}\right)lyche-numerical-linear-algebra_FO4630
lyche-numerical-linear-algebra_FO46313601.000\nabla \nabla^{T}\left(\boldsymbol{x}^{T} \boldsymbol{B} \boldsymbol{x}\right)=\boldsymbol{B}+\boldsymbol{B}^{T}lyche-numerical-linear-algebra_FO4631
lyche-numerical-linear-algebra_FO46323601.000D_{i}\left(\boldsymbol{y}^{T} \boldsymbol{C}\right)=\lim _{h \rightarrow 0} \frac{1}{h}\left(\left(\boldsymbol{y}+h \boldsymbol{e}_{i}\right)^{T} \boldsymbol{C}-\boldsymbol{y}^{T} \boldsymbol{C}\right)=\boldsymbol{e}_{i}^{T} \boldsymbol{C}lyche-numerical-linear-algebra_FO4632
lyche-numerical-linear-algebra_FO46333601.000D_{i}(\boldsymbol{C} \boldsymbol{x})=lyche-numerical-linear-algebra_FO4633
lyche-numerical-linear-algebra_FO46343601.000\lim _{h \rightarrow 0} \frac{1}{h}\left(\boldsymbol{C}\left(\boldsymbol{x}+h \boldsymbol{e}_{i}\right)-\boldsymbol{C} \boldsymbol{x}\right)=\boldsymbol{C} \boldsymbol{e}_{i}lyche-numerical-linear-algebra_FO4634
lyche-numerical-linear-algebra_FO46353630.783\boldsymbol{x}^{T} \boldsymbol{A y}lyche-numerical-linear-algebra_FO4635
lyche-numerical-linear-algebra_FO46363631.000\boldsymbol{T} \boldsymbol{H} \boldsymbol{x}=\boldsymbol{b}, 79lyche-numerical-linear-algebra_FO4636
lyche-numerical-linear-algebra_FO46373650.995\boldsymbol{A}^{*} \boldsymbol{A}, 86lyche-numerical-linear-algebra_FO4637
lyche-numerical-linear-algebra_FO46383741.000X Xlyche-numerical-linear-algebra_FO4638