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Carl D. Meyer — Matrix Analysis and Applied Linear Algebra Book and Solutions Manual |
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Предметный указатель |
Orthogonal projection 239 243 248 299 305 385 429
Orthogonal projection and 3-D graphics 330
Orthogonal projection and least squares 437
Orthogonal projection onto an affine space 436
Orthogonal projectors 322 410 427 429
Orthogonal projectors and pseudoinverses 434
Orthogonal projectors onto an intersection 441
Orthogonal projectors, elementary 431
Orthogonal projectors, formulas for 430
Orthogonal projectors, sums of 441
Orthogonal reduction 341
Orthogonal reduction to determine full-rank factorization 633
Orthogonal reduction to determine fundamental subspaces 407
Orthogonal triangularization 342
Orthogonal vectors 294
Orthonormal basis 298
Orthonormal basis by means of orthogonal reduction 355
Orthonormal basis for fundamental subspaces 407
Orthonormal basis, extending to 325 335 38
Orthonormal set 298
Ostrowski, Alexander 626
Outer product 103
Overrelaxation 624
p-Norm 274
Painter, Richard J. xii
Parallel sum 441
Parallelepiped 431 468
Parallelogram identity 290 291
Parallelogram law 162
Parity of a permutation 460
Parseval des Chenes, M. 305
Parseval's identity 305
Partial pivoting 24
Partial pivoting and diagonal dominance 193
Partial pivoting and LU factorization 148
Partial pivoting and numerical stability 349
Particular solution 58 65-68 70 180 213
Partitioned matrix 111
Partitioned matrix and linear operators 392
Partitioned matrix, rank and nullity of 208
Peano, Giuseppe 160
Penrose equations 422
Penrose, Roger 221
Perfect shuffle 372 381
Period of trigonometric functions 362
periodic extension 302
Periodic function 301
Periodic Markov chain 694
Permutation 460
Permutation counter 151
Permutation matrix 135 140 151
Permutation, symmetric 671
Perp, properties of 404 409
Perpendicular 294
Perron root 666 668
Perron vector 665 668 673
Perron — Frobenius theory 661 673
Perron, Oskar 661
Perturbations in inverses 128
Perturbations in linear systems 33 128 217
Perturbations, affecting rank 216
Perturbations, eigenvalues 528
Perturbations, eigenvalues, hermitian eigenvalues 551
Perturbations, rank-one update 208
Perturbations, singular values 421
Piazzi, Giuseppe 233
Pivot, conditioning 426
Pivot, determinant formula for 474 558
Pivot, elements and equations 5
Pivot, positions 5 58 61
Pivot, positions, in partial pivoting 24
Pivot, uniqueness 44
Pivoting, complete 28
Pivoting, partial 24
Plane rotation 333
Plane rotation, determinant of 485
Poisson's equation 563 572
Poisson, Simeon D. 78 572
Polar factorization 572
Polarization identity 293
Polynomial and matrix functions 606
Polynomial in a matrix 501
Polynomial, equations 493
Polynomial, minimum 642
Polynomial, multiplication and convolution 367
Polytope 330 339
Ponderal index 236
Poor man's root finder 649
Population distribution 532
Population migration 531
Population model, Leslie 683
Positive definite form 567
Positive definite matrix 154 474 558 559
Positive matrix 661 663
Positive semidefinite matrix 558 566
Poulson, Deborah xii
Power method 532 533
Powers of a matrix 107
Powers of a matrix, limiting values 530
Powers of linear transformations 248
PRECISION 21
Preconditioned system 658
Predator—prey model 544
Primitive matrices 674
Primitive matrices, test for 678
Principal angles 456
Principal minors 494 558
Principal minors in an M-matrix 626 639
Principal minors, nonnegative 566
Principal minors, positive 559
Principal submatrix 494 558
Principal submatrix and interlaced eigenvalues 553
Principal submatrix of a stochastic 703
Principal submatrix of an M-matrix 626
Product rule for determinants 467
Products of matrices 96
Products of nonsingular matrices 121
Products of orthogonal projectors 441
Products of projectors 393
Projection 92 94 322 385 429
Projection and Fourier expansion 440
Projection onto affine spaces 436
Projection onto fundamental subspaces 434
Projection onto hyperplanes 442
Projection onto lines 440 431
Projection onto oblique subspaces 385
Projection onto orthogonal subspaces 429
Projection onto symmetric matrices 436
Projection, method for solving linear systems 442 443
projectors 239 243 339 385 386
Projectors as idempotents 387
Projectors from core-nilpotent decomposition 398
Projectors from full-rank factorization 633 634
Projectors, complementary 386
Projectors, difference of 393
Projectors, induced norm of 389 391
Projectors, matrix representation of 387
Projectors, oblique 386
Projectors, orthogonal 429
Projectors, product of 393
Projectors, spectral 517 603
Projectors, sum of 393
Proper values and vectors 490
Pseudoinverse 221 422 615
Pseudoinverse and least squares 438
Pseudoinverse and orthogonal projectors 434
Pseudoinverse as best approximate inverse 428
Pseudoinverse, Drazin 399
Pseudoinverse, group 402
Pseudoinverse, inner, outer, reflexive 393
| Pseudoinverse, integral representation of 441 615
Pseudoinverse, Moore — Penrose 422
Pure imaginary 556
Pythagorean Theorem 294 305 423
Pythagorean theorem and closest point theorem 435
Pythagorean theorem for matrices with Frobenius norm 428
QR factorization 345 535
QR factorization and Hessenberg matrices 352
QR factorization and least squares 346
QR factorization and minimum polynomial 643
QR factorization and volume 431
QR factorization, rectangular version of 311
Quadratic form 567
Quaternions 509
Random integer matrices 156
Random walk 638
Range of a function 89 169
Range of a matrix 170 171 178 199
Range of a partitioned matrix 179
Range of a product 180 220
Range of a projector 391
Range of a sum 206
Range of an operator 250
Range of an orthogonal projector 434
Range-nullspace decomposition 394 407
Range-symmetric matrices 408
Rank 45 139
Rank and consistency 54
Rank and determinants 466
Rank and free variables 61
Rank and independent sets 183
Rank and matrix inverses 116
Rank and nonhomogeneous systems 70
Rank and nonsingular submatrices 218
Rank and submatrices 215
Rank and trivial nullspaces 175
Rank normal form 136
Rank of a block diagonal matrix 137
Rank of a difference 208
Rank of a partitioned matrix 208
Rank of a perturbed matrix 216
Rank of a product 210 211 219
Rank of a projector 392
Rank of a sum 206 221
Rank of an elementary projector 337
Rank of an incidence matrix 203
Rank plus nullity theorem 199 410
Rank, numerical determination 421
Rank, summary 218
Rank-one matrices, characterization of 140
Rank-one matrices, diagonalizability of 522
Rank-one matrices, perturbations of 208
Rank-one updates, determinants of 475
Rank-one updates, eigenvalues of 503
Rayleigh quotient 550
Rayleigh quotient, iteration 535
Rayleigh, Lord 550
Real numbers, the set of 81
Real Schur form 524
Real-symmetric matrix 409 410
Rectangular matrix 8
Rectangular QR factorization 311
Rectangular systems 41
Reduced row echelon form 48
Reducible Markov chain 698
Reducible matrices 209 671
Reducible matrices in linear systems 112
Reducible matrices, canonical form for 695
Reflection 92 94
Reflection about a hyperplane 445
Reflection, method for solving linear systems 445
Reflector 239 324 444
Reflector, determinant of 485
Reflexive pseudoinverse 393
Regression 227 446
Relative uncertainty or error 414
Relaxation parameter 445 624
Residual 36 416
Resolvent 285 611
Restricted operators 259 393 399
Restricted transformations 424
Reversal matrix 596
Reverse order law for inversion 120 121
Reverse order law for transpose and conjugate transpose 109
Reversing binary bits 372
Richardson iterative method 622
Right angle 294
Right-hand rule 340
Right-hand side 3
Ritz values 651
Roots of unity 356
Roots of unity and imprimitive matrices 676
Rose, Nick xii
Rotation 92 94
Rotation in 326
Rotation in 328
Rotation in 334
Rotation, determinant of 485
Rotation, plane (Givens rotations) 333
Rotator 239 326
Rounding convention 21
Roundoff error 21 129 347
Row 7
Row, echelon form 44
Row, echelon form, reduced 48
Row, equivalence 134 218
Row, equivalence, and nullspace 177
Row, operations 134
Row, rank 198
Row, relationships 136
Row, scaling 27
Row, space 170 171 178 199
Row, space, spanning set for 172
Row, vector 8 81
RPN matrices 408
Rutishauser, Heinz 535
Saad, Yousef 655
Saw-toothed function 306
scalar 7 81
Scalar multiplication 82 83
SCALE 27
Scaling a linear system 27 28
Scaling in 3-D graphics 332
Schmidt, Erhard 307
Schroedinger, Erwin 651
Schultz, Martin H. 655
Schur complements 123 475
Schur form for real matrices 524
Schur norm 279
Schur triangularization theorem 508
Schur, Issai 123 508 662
Schwarz, Hermann A. 271 307
Search engine 418 419
Sectionally continuous 301
Secular equation 503
Seidel, Ludwig 622
Sellers, Lois xii
Semiaxes 414
Semidefinite 566
Semisimple eigenvalue 510 591 593 596
Semistable 544
Sensitivity 128
Sensitivity, minimum norm solution 426
Sequence of matrices 220
Sequence, limit of 639
Series for f(A) 605
SHAPE 8
Shell game 635
Sherman — Morrison formula 124 130
Sherman, J. 124
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