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Higham N. — Accuracy and stability of numerical algorithms
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Íàçâàíèå: Accuracy and stability of numerical algorithms
Àâòîð: Higham N.
Àííîòàöèÿ: Treats the behavior of numerical algorithms in finite precision arithmetic, combining algorithmic derivations, perturbation theory, and rounding error analysis and emphasizing software practicalities, with particular reference to LAPACK and MATLAB. Includes historical perspectives, especially on the work of Wilkinson and Turing, with quotations introducing chapters on subjects such as floating point summation, condition number estimation, and the Sylvester equation. Although designed as a reference rather than a text, it includes problems and solutions. Annotation c. by Book News, Inc., Portland, Or.
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Ðóáðèêà: Ìàòåìàòèêà /×èñëåííûå ìåòîäû /×èñëåííûé àíàëèç /
Ñòàòóñ ïðåäìåòíîãî óêàçàòåëÿ: Ãîòîâ óêàçàòåëü ñ íîìåðàìè ñòðàíèö
ed2k: ed2k stats
Ãîä èçäàíèÿ: 1996
Êîëè÷åñòâî ñòðàíèö: 688
Äîáàâëåíà â êàòàëîã: 23.02.2005
Îïåðàöèè: Ïîëîæèòü íà ïîëêó |
Ñêîïèðîâàòü ññûëêó äëÿ ôîðóìà | Ñêîïèðîâàòü ID
Ïðåäìåòíûé óêàçàòåëü
Halmos, Paul R. 513q
Hamada, Hozumi 54
Hammarling, Sven J. 322 326 327 385 503
Hammel, Stephen M. 32
Hammer, Rolf 487
Hamming, R. W. 57 443
Handy, Susan L. 412
Hansen, Per Christian 146 386 461
Hanson, Richard J. 385 409 410 422 503
Harris, P. M. 32
Harter, Richard 459
Hartfiel, D. J. 146
Harwell — Boeing sparse matrix collection 527
Hearon, John Z. 315
Heath, Michael T. 261q 399
Hein, Piet 36q 127q
Helvin, Marie 166q
Henderson, Harold V. 323 490
Hennessy, John L. 39n 57
Henrici, Peter 32 52 53 67q 84 351
Henson, Van Emden 470
Heron’s formula 50
Heroux, Michael 460 575
Herzberger, Jurgen 486
Hessenberg matrix, determinant of 27—28 34 282—283
Hessenberg matrix, Gaussian elimination 27—28 34
Hessenberg matrix, growth factor for 182
Hewer, Gary 323
Hewlett — Packard HP 48G calculator, condition estimator 304
Hewlett — Packard HP 48G calculator, exhausting its range and precision 17—18
Hidden bit 45
Higham, Desmond J. 32 126 141 149 178 179 195 345q 348 407 441
Higham, Nicholas J. 72 100 141 145 164 165 178 179 195 197 223 225 242 243 248 250—253 257 265 272 273 284 295 300 304—307 322 324 328 329 354 356 358 384 389 422 440 443 460 461 489 508 574 577
Hilbert matrix 514—517
Hilbert matrix, Cholesky factor 515
Hilbert matrix, inverse 515
Hilbert, David 526
Hildebrand, F. B. 33 39q
Hocks, Matthias 487
Hodel, A. Scottedward 323
Hodges, Andrew xxvii
Hoffman, A. J. 386
Hoffmann, Christoph M. 34
Hoffmann, W. 284 385
Holder inequality 118 119
Homer’s method 104—115
Homer’s method for derivatives 106—109
Homer’s method for rational function 29
Homer’s method, running error bound 105—106 113
Hooper, Judith A. 504
Horn, Roger A. 119 150 310 348 546 551 555 558 580
Horning, Jim 491q
Hotelling, Harold 186 187 445
Hough, David 47 509
Hough’s underflow story 509—510
Householder transformation 362—363
Householder transformation in QR factorization 363—364
Householder transformation, aggregated (WY representation) 370—371
Householder transformation, block 384
Householder transformation, error analysis 364—369
Householder transformation, history of 383
Householder, Alston S. 2 117q 126 160 172 383 410 565
Hull, T. E. 52 61 488 506 530
Huskey, H. D. 188
Hussaini, M. Yousuff 32
Hyman, M. A. 282
Hyman’s method 34 282—283 287
IBM, ESSL library 448 450
IEEE arithmetic 43 45—48
IEEE arithmetic, 46—47 492 495
IEEE arithmetic, double rounding 48 63 541
IEEE arithmetic, exception handling 46 493—495
IEEE arithmetic, exceptions 4647
IEEE arithmetic, exploiting in software 492—495
IEEE arithmetic, extended formats 47
IEEE arithmetic, gradual underflow 47
IEEE arithmetic, implementation using formal methods 59—60
IEEE arithmetic, nan 46 492 495
IEEE arithmetic, parameters 41t 45
IEEE arithmetic, recommended auxiliary functions 495
IEEE arithmetic, rounding modes 46
IEEE arithmetic, signed zeros 46
IEEE arithmetic, Standard 754 45
IEEE arithmetic, Standard 854 48
IEEE arithmetic, subnormal numbers 47 495
Ikebe, Yasuhiko 303 305 307
Incertis, F. 512
Index of a matrix 336
Inner product in extended precision 70
Inner product, error analysis 68—71
Inner product, reducing constant in error bound 69
Intel Pentium chip, division bug 59
Internet 582
Interval analysis 46 198 485—487
Interval analysis, dependencies 485
Interval analysis, fallibility 487
Interval analysis, Gaussian elimination 485—486
Interval analysis, super-accurate inner product 486
Interval arithmetic see “Interval analysis”
Inverse iteration 27
Inverse matrix 261—287
Inverse matrix in solving Ax = b, stability 262
Inverse matrix, bound using diagonal dominance 167
Inverse matrix, error analysis for Gauss — Jordan elimination 277—281
Inverse matrix, error analysis for LU factorization 270—275
Inverse matrix, error analysis for triangular matrix 265—270
Inverse matrix, high accuracy computation of 284
Inverse matrix, left and right residuals 263—264
Inverse matrix, perturbation theory 140
Inverse matrix, times for computation on early computers 276t
Inverse matrix, triangular, bounds for 159—161
Inverse matrix, triangular, error analysis 265—270
Inverse matrix, why not to compute 262
Involutary matrix 521
Ipsen, Use C. F. 136 141 147 385 386
Iri, Masao 53 488
Isaacson, Eugene 189 257
Iterative methods see “Stationary iterative methods”
Iterative methods, dates of publication 326t
Iterative methods, error analysis 329—341
Iterative methods, error analysis, survey of 327—329
Iterative methods, stopping criteria 341—342
Iterative refinement 30 188 231—244 497
Iterative refinement for least squares problem 399—403 410
Iterative refinement for Vandermonde system 438—440
Iterative refinement in fixed precision 234
Iterative refinement in mixed precision 234
Iterative refinement, backward error analysis 235—240
Iterative refinement, behaviour with GEPP 239
Iterative refinement, behaviour with QR factorization 375—376
Iterative refinement, condition number estimate from 243
Iterative refinement, forward error analysis 232—235
Iterative refinement, LAPACK convergence test 242
Iterative refinement, practical issues 242—243
Jacobi method, forward error analysis 332—334
Jalby, William 385
Jankowski, M. 94 241 242
Jansen, Paul 486
Jennings, A. 165
Jennings, L. S. 421
Johnson, Charles R. 119 150 287 310 348 546 551 555 558 580
Johnson, Samuel 675
Jones, Mark T. 226
Jones, William B. 507
Jordan canonical form 346—348
Jordan, Camille 284
Jordan, T. L. 409
Jordan, Wilhelm 284
Kagstrom, Bo 305 320 322—324
Kahan matrix 161 214
Kahan matrix, second smallest singular value 167
Kahan, William M. (Velvel) 1q 29 33 34 46 47 47q 50 50q 59 63—65 75 86 92—95 98 113 123 126 136 161 165 169q 225 243 486 490 494 496 497 499 501 502 507
Kahaner, David K. 391q
Kailath, T. 441
Kala, R. 323 324
Kaniel, S. 226
Karasalo, Ilkka 165
Karatsuba, A. 461
Karlin, Samuel 523
Karlson, Rune 404 413
Karney, David L. 514 525
Karp, A. 195
Karpinski, Richard 56 497
Kate, Tosio 126
Kaufman, Linda 221 225 226 385
Keiper, Jerry B. 36
Keller, Herbert Bishop 189 257 325q
Kennedy, Jr., William J. 34
Kenney, Charles S. 301 323 525
Kerr, Thomas H. 225
KielbasinskiAndrzej 84 94 224 242 406 411 418 422
Kincaid, D. R. 503
Kittaneh, Fuad 525
Knight, Philip A. 328 329 354 356 358 460 461
Knuth, Donald E. xxiv 54 57 58 67q 87q 93 94 114 461 491q 520q 526 534
Kocak, Huseyin 32
Koltracht, I. 141 517
Korner, T. W. 465q
Kornerup, Peter 54
Kostlan, Eric 518 527
Kovarik, Z. V. 145
Kowalewski, G. 440
Krasny, Robert 505
Kreczmar, Antoni 460
Kreiss matrix theorem 353
Krogh, F. T. 503
Krol, Ed 582
Kronecker product 310 323
Kruckeberg, F. 198
Kubota, Koichi 488
Kuczynski, J. 300
Kuki, H. 60
Kulisch, Ulrich W. 486 487
Kuperman, I. B. 146
La Porte, M. 53
La Touche, Mrs. 87q 88
Laderman, Julian 450 459
Lagrange, Joseph Louis 219
Lancaster, Peter 322
LANCELOT 181 197
Lanczos, Cornelius 490
LAPACK 587—589
LAPACK, problems, solving 500—501
LAPACK, block and partitioned LU factorization 258
LAPACK, Cholesky factorization 226—227
LAPACK, condition number estimation 294—297 306
LAPACK, diagonal pivoting method 227
LAPACK, forward error bound for linear systems 144
LAPACK, iterative refinement 242—243
LAPACK, least squares problem 412
LAPACK, LU factorization 192 198—199 258
LAPACK, matrix 1-norm estimator 294—297
LAPACK, matrix inversion 285
LAPACK, QR factorization 386—387
LAPACK, Sylvester equation 324
LAPACK, test matrix generation 527
LAPACK, triangular systems 166
LAPACK, underdetermined system 423
LAPACK, xlamch for determining machine parameters 498
Laratta, A. 421 422
Larson, John L. 488
Larsson, S. 32
Laszlo, Lajos 351
Latin, neoclassic, publishing papers in 470
Laub, Alan J. 301 320 322 323 525
Lauchli, Peter 388
Lawson, Charles L. 385 409 410 422 502
Least significant digit 40
Least squares problem 391—413
Least squares problem, augmented system matrix 393
Least squares problem, augmented system matrix, scaling and conditioning of 402
Least squares problem, backward error 404—407 413
Least squares problem, constrained 412
Least squares problem, iterative refinement 399—403 410
Least squares problem, Longley test problem 410
Least squares problem, modified Gram — Schmidt, error analysis 396—397
Least squares problem, normal equations, error analysis 397—399
Least squares problem, normal equations, versus QR factorization 399
Least squares problem, perturbation theory 392—394
Least squares problem, QR factorization, error analysis 395—396
Least squares problem, seminormal equations 403—404
Least squares problem, weighted 411—412
LeBlanc, E. 486
Lee, King 460
Lehmer, D. H. 529
Lehoucq, R. B. 569
Leja ordering 111 113 115 438
Lemeire, Frans 165
Leuprecht, H. 98
Level index arithmetic 53
LeVeque, Randall J. 13 33
Lewis, John G. 33 301 305 527
Li, T. Y. 285
Li, Xiaoye 495
Linear system, large dense, in applications 198
Linear system, perturbation theory 131—150
Linear system, practical forward error bounds 143—144
Linear system, records for largest solved 199t
Linear system, scaling before Gaussian elimination 191—192 197—198
Linear system, times for solution on early computers 189t
Linnainmaa, Seppo 53 83 93 100 504
LINPACK 587
LINPACK, Cholesky factorization of semidefinite matrix 217
LINPACK, condition estimator 297—299 305
LINPACK, iterative refinement 242
LINPACK, LU factorization 192
LINPACK, matrix inversion 267 271—274
LINPACK, tridiagonal system solution 306
Linz, Peter 100
Linzer, Elliot 470
Liu, Joseph W. H. 224 226
Logarithmic distribution of numbers 51 53
Longley test problem 410
Longley, James W. 410
Lotstedt, Per 412
Lotti, Grazia 456 457
LU factorization 169—201 (see also “Gaussian elimination”)
LU factorization for nonsymmetric positive definite matrix 223—224
LU factorization of Hessenberg matrix 27—28
LU factorization of tridiagonal matrix 184
LU factorization without pivoting, instability of 17
LU factorization, a posteriori stability tests 192—194
LU factorization, block see “Block LU factorization”
LU factorization, complete pivoting 170
LU factorization, Crout’s method 174
LU factorization, determinantal formulae for factors 172
LU factorization, Doolittle’s method 173—174
LU factorization, error analysis 174—177
LU factorization, error analysis, history of 186—191
LU factorization, existence and uniqueness 171—172
LU factorization, growth factor 177—183 (see also “Growth factor”)
LU factorization, loop orderings 195
LU factorization, partial pivoting 170 173
LU factorization, partitioned, error analysis of 248—250
LU factorization, perturbation bounds 194
LU factorization, row and column scaling 191—192
LU factorization, stability for M-matrix 198
LU factorization, versus Cramer’s rule 14—15
Lu, Hao 441
Lyapunov equation, backward error 316—317
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