\form#0:$A^T*A$ \form#1:$ A $ \form#2:$ A = P^TLDL^*P $ \form#3:$ A x = b $ \form#4:$ A = P^T L D L^* P $ \form#5:$ P^T y_1 = b $ \form#6:$ L y_2 = y_1 $ \form#7:$ D y_3 = y_2 $ \form#8:$ L^* y_4 = y_3 $ \form#9:$ P x = y_4 $ \form#10:$ D $ \form#11:$ \ell^p $ \form#12:$ \ell^\infty $ \form#13:$ v $ \form#14:$ w $ \form#15:$ p $ \form#16:\[ \Vert v - w \Vert \leqslant p\,\min(\Vert v\Vert, \Vert w\Vert). \] \form#17:$ x $ \form#18:\[ \Vert v \Vert \leqslant p\,\vert x\vert. \] \form#19:\[ \Vert v \Vert \leqslant p\,\Vert w\Vert. \] \form#20:$ \sigma $ \form#21:$ P_\sigma $ \form#22:$ (e_1,\ldots,e_p) $ \form#23:\[ P_\sigma(e_i) = e_{\sigma(i)}. \] \form#24:$ \sigma, \tau $ \form#25:\[ P_{\sigma\circ\tau} = P_\sigma P_\tau. \] \form#26:$(ij)$ \form#27:$ this = this + \alpha u v^* + conj(\alpha) v u^* $ \form#28:$ this = this + \alpha ( u u^* ) $ \form#29:$ this = this + \alpha ( u^* u ) $ \form#30:$ s \Vert \frac{*this}{s} \Vert $ \form#31:$[T_{n-1} \ldots T_{i} \ldots T_{0}]$ \form#32:$ T_{i} $ \form#33:$ T_{i} M$ \form#34:$ M T_{i}$ \form#35:$ Ax = \lambda B x $ \form#36:$ ABx = \lambda x $ \form#37:$ BAx = \lambda x $ \form#38:$ \lambda $ \form#39:$ Av = \lambda v $ \form#40:$ V $ \form#41:$ A V = V D $ \form#42:$ A = V D V^{-1} $ \form#43:$ k $ \form#44:$ O(n^3) $ \form#45:$ n $ \form#46:$ A = U T U^*$ \form#47:$25n^3$ \form#48:$10n^3$ \form#49:\[ \begin{bmatrix} u & v \\ -v & u \end{bmatrix} \] \form#50:$ u $ \form#51:$ u \pm iv $ \form#52:$ AV = VD $ \form#53:$ \begin{bmatrix} u & v \\ -v & u \end{bmatrix} $ \form#54:$ 25n^3 $ \form#55:$ 10n^3 $ \form#56:$ B $ \form#57:$ Av = \lambda Bv $ \form#58:$ A V = B V D $ \form#59:$ A = B V D V^{-1} $ \form#60:$ \alpha $ \form#61:$ \beta $ \form#62:$ \lambda_i = \alpha_i / \beta_i $ \form#63:$ \beta_i $ \form#64:$ \mu = \beta_i / \alpha_i$ \form#65:$ \mu_i A v_i = B v_i $ \form#66:$ \mu_i u_i^T A = u_i^T B $ \form#67:$ u_i $ \form#68:$ x^* B x = 1 $ \form#69:$ B = LL^* $ \form#70:$ L^{-1} A (L^*)^{-1} $ \form#71:$ L^{*} A L $ \form#72:$ L^{-1} A (L^*)^{-1} (L^* x) = \lambda (L^* x) $ \form#73:$ Q $ \form#74:$ H $ \form#75:$ A = Q H Q^T $ \form#76:$ Q^{-1} = Q^T $ \form#77:$ A = Q H Q^* $ \form#78:$ Q^{-1} = Q^* $ \form#79:$ 10n^3/3 $ \form#80:$ Q = H_{N-1} \ldots H_1 H_0 $ \form#81:$ H_i $ \form#82:$ H_i = (I - h_i v_i v_i^T) $ \form#83:$ h_i $ \form#84:$ i $ \form#85:$ v_i $ \form#86:$ v_i = [ 0, \ldots, 0, 1, M(i+2,i), \ldots, M(N-1,i) ]^T $ \form#87:\[ \|A\|_2 = \max_x \frac{\|Ax\|_2}{\|x\|_2} \] \form#88:$ A^*A $ \form#89:$ A = Q S Z $ \form#90:$ B = Q T Z $ \form#91:$ U^{-1} = U^T $ \form#92:$ A - z B $ \form#93:$ A = U T U^T $ \form#94:$ 9n^3 $ \form#95:$ 4n^3/3 $ \form#96:$ A^{1/2} = V D^{1/2} V^{-1} $ \form#97:$ V D^{-1/2} V^{-1} $ \form#98:$ A = Q T Q^* $ \form#99:$ T $ \form#100:$ mat = Q T Q^* $ \form#101:$ n \cdot x + d = 0 $ \form#102:$ d $ \form#103:$ c_0*x_0 + ... + c_{d-1}*x_{d-1} + c_d = 0 $ \form#104:$ \mathbf{o} $ \form#105:$ \mathbf{d} $ \form#106:$ l(t) = \mathbf{o} + t \mathbf{d} $ \form#107:$ t \in \mathbf{R} $ \form#108:$ w+xi+yj+zk $ \form#109:$ \left( \begin{array}{cc} linear & translation\\ 0 ... 0 & 1 \end{array} \right) $ \form#110:$ \left( \begin{array}{cc} I & t \\ 0\,...\,0 & 1 \end{array} \right) $ \form#111:$ \left( \begin{array}{cc} R & 0\\ 0\,...\,0 & 1 \end{array} \right) $ \form#112:$ \left( \begin{array}{cc} L & 0\\ 0\,...\,0 & 1 \end{array} \right) $ \form#113:$ \left( \begin{array}{c} A\\ 0\,...\,0\,1 \end{array} \right) $ \form#114:$ \left( \begin{array}{c} v\\ 1 \end{array} \right) $ \form#115:$ \left( \begin{array}{ccc} v_1 & ... & v_n\\ 1 & ... & 1 \end{array} \right) $ \form#116:$ c, \mathbf{R}, $ \form#117:$ \mathbf{t} $ \form#118:\begin{align*} \frac{1}{n} \sum_{i=1}^n \vert\vert y_i - (c\mathbf{R}x_i + \mathbf{t}) \vert\vert_2^2 \end{align*} \form#119:$ \Sigma_{\mathbf{x}\mathbf{y}} \in \mathbb{R}^{d \times d} $ \form#120:$ \mathbf{x} $ \form#121:$ \mathbf{y} $ \form#122:$d$ \form#123:$O(d^3)$ \form#124:$O(dm)$ \form#125:$d \times m$ \form#126:$ \mathbf{x} = \left( x_1, \hdots, x_n \right) $ \form#127:$ \mathbf{y} = \left( y_1, \hdots, y_n \right) $ \form#128:$ c=1 $ \form#129:\begin{align*} T = \begin{bmatrix} c\mathbf{R} & \mathbf{t} \\ \mathbf{0} & 1 \end{bmatrix} \end{align*} \form#130:$ H *this = [ beta 0 ... 0]^T $ \form#131:$ H = I - tau v v^*$ \form#132:$ v^T = [1 essential^T] $ \form#133:$ n \times n $ \form#134:$ H = \prod_{i=0}^{n-1} H_i $ \form#135:$ H_i = I - h_i v_i v_i^* $ \form#136:\[ v_i = [\underbrace{0, \ldots, 0}_{i-1\mbox{ zeros}}, 1, \underbrace{*, \ldots,*}_{n-i\mbox{ arbitrary entries}} ]. \] \form#137:$ n-i $ \form#138:$ MH $ \form#139:$ M $ \form#140:$ HM $ \form#141:$ H = H_0 H_1 \ldots H_{n-1} $ \form#142:$ H = H_{\mathrm{shift}} H_{\mathrm{shift}+1} \ldots H_{n-1} $ \form#143:$ H^T = H_{n-1}^T \ldots H_1^T H_0^T $ \form#144:$ \theta $ \form#145:$ J = \left ( \begin{array}{cc} c & \overline s \\ -s & \overline c \end{array} \right ) $ \form#146:$ v = J^* v $ \form#147:$ B = \left ( \begin{array}{cc} x & y \\ \overline y & z \end{array} \right )$ \form#148:$ A = J^* B J $ \form#149:$ B = \left ( \begin{array}{cc} \text{this}_{pp} & \text{this}_{pq} \\ (\text{this}_{pq})^* & \text{this}_{qq} \end{array} \right )$ \form#150:$ G^* $ \form#151:$ V = \left ( \begin{array}{c} p \\ q \end{array} \right )$ \form#152:$ G^* V = \left ( \begin{array}{c} r \\ 0 \end{array} \right )$ \form#153:$ \left ( \begin{array}{cc} x \\ y \end{array} \right ) = J \left ( \begin{array}{cc} x \\ y \end{array} \right ) $ \form#154:$ B = \left ( \begin{array}{cc} \text{*this.row}(p) \\ \text{*this.row}(q) \end{array} \right ) $ \form#155:$ B = \left ( \begin{array}{cc} \text{*this.col}(p) & \text{*this.col}(q) \end{array} \right ) $ \form#156:$ \vert pivot \vert \leqslant threshold \times \vert maxpivot \vert $ \form#157:\[ \mathbf{A} \, \mathbf{P} = \mathbf{Q} \, \mathbf{R} \] \form#158:\[ \mathbf{A} = \mathbf{Q} \, \mathbf{R} \] \form#159:$ P_r $ \form#160:$P_r A P_c^T = L U$ \form#161:$ P_c^T $ \form#162:$ A X = B $ \form#163:\[ A = U S V^* \] \form#164:$ O(n^2p) $ \form#165:$ \Vert A x - b \Vert $ \form#166:$ x^Ty $ \form#167:$ C.noalias() += \alpha op1(A) op2(B) $ \form#168:$ M_2 := L_1^{-1} M_2 $ \form#169:$ M_3 := {L_1^*}^{-1} M_3 $ \form#170:$ M_4 := M_4 U_1^{-1} $ \form#171:$ upper(M_1) \mathrel{{+}{=}} s_1 M_2 M_2^* $ \form#172:$ lower(M_1) \mathbin{{-}{=}} M_2^* M_2 $ \form#173:$ M \mathrel{{+}{=}} s u v^* + s v u^* $ \form#174:$ M_2 := M_1^{-1} M_2 $ \form#175:\[ v = \begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix}. \] \form#176:\[ A = \begin{bmatrix} 8 & 2 & 2 & 9 \\ 9 & 1 & 4 & 4 \\ 3 & 5 & 4 & 5 \end{bmatrix}. \] \form#177:$ A^* $ \form#178:$ v^* A v > 0 $ \form#179:$ v^* A v < 0 $ \form#180:$ v^* A v \ge 0 $ \form#181:$ v^* A v \le 0 $ \form#182:$ J = \bigl[ \begin{smallmatrix} O & I \\ I & O \end{smallmatrix} \bigr] $ \form#183:$ \bigl[ \begin{smallmatrix} 0 & 1 \\ 1 & 0 \end{smallmatrix} \bigr] $ \form#184:$ \mathbf{p} \equiv \mathbf{p}-0 $ \form#185:\[ Ax \: = \: b \] \form#186:$ a^T $ \form#187:$ \bar{a} $ \form#188:$ a^* $ \form#189:$ a $ \form#190:$\ell^2$ \form#191:$\ell^p$ \form#192:$\ell^\infty$ \form#193:\[ \mbox{m} = \begin{bmatrix} 1 & 2 & 6 & 9 \\ 3 & 1 & 7 & 2 \end{bmatrix} \] \form#194:\[ \mbox{m.colwise().sum()} = \begin{bmatrix} 4 & 3 & 13 & 11 \end{bmatrix} \] \form#195:\[ \begin{bmatrix} 1 & 2 & 6 & 9 \\ 3 & 1 & 7 & 2 \end{bmatrix} + \begin{bmatrix} 0 & 0 & 0 & 0 \\ 1 & 1 & 1 & 1 \end{bmatrix} = \begin{bmatrix} 1 & 2 & 6 & 9 \\ 4 & 2 & 8 & 3 \end{bmatrix}. \] \form#196:\[ \mbox{m.colwise() - v} = \begin{bmatrix} -1 & 21 & 4 & 7 \\ 0 & 8 & 4 & -1 \end{bmatrix} \] \form#197:\[ \mbox{(m.colwise() - v).colwise().squaredNorm()} = \begin{bmatrix} 1 & 505 & 32 & 50 \end{bmatrix} \] \form#198:$ \nabla u = 0 $ \form#199:$ Ax=b $ \form#200:$ b $ \form#201:$ m \times m $ \form#202:$ A^T + A $ \form#203:$ A^T $