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Higham N. — Accuracy and stability of numerical algorithms
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.


ßçûê: en

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
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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, $\infty$      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, $2\times 2$ 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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