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Antia H.M. — Numerical Methods for Scientists and Engineers
Antia H.M. — Numerical Methods for Scientists and Engineers



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Название: Numerical Methods for Scientists and Engineers

Автор: Antia H.M.

Аннотация:

This book has evolved out of lecture courses delivered to Research Scholars at the Tata Institute of Fundamental Research during the period 1978-88. It attempts to provide a practical guide for numerical solutions to mathematical problems on digital computers. It is intended for both students and research workers in science and engineering. Readers are expected to have a reasonable background in mathematics as well as computer programming.
The enormous variety of problems that can be encountered in practice makes numerical computation an art to some extent, and as such the best way of learning it is to practice it. Attempting to learnnumerical methods by simply attending lectures or by just reading a book is like trying to learn how to play football by the same method. All students are therefore urged to try out the methods themselves on any problem that they may fancy, not necessarily the ones given in this book. In fact, the reader will probably not appreciate the contents unless he makes a serious attempt to usenumerical methods for solving problems on computers.


Язык: en

Рубрика: Computer science/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 1991

Количество страниц: 977

Добавлена в каталог: 17.01.2010

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
SAVE      753
Scalar operations      100
Scalar product      33 57 708
Scaling a matrix      67 68 75 79 110 111
Scaling a nonlinear system      325
Schur, I.      308
Schwarz, H. R.      690
Search      814
Searching an ordered table      126 769 771 776
Secant      323 809 916
Secant method      283—287 294 336 356 566 569 595 653 809
Secant method, convergence      284 337
Secant method, generalized      332
Secant method, multiple roots      285 337
Secant method, roundoff error      283 313
Secrest, D.      189 199
Seed      253 803 804 886
Separable boundary conditions      564 574 910 913 922
Sequential processing      99
Series summation      (see Summation)
Series, asymptotic      13 16 17 121 181 234 471
Series, divergent      239 268 703
SETMAT      911 915 916 922
Shanno, D. F.      365
Sherman — Morrison formula      114 711
Shock      663 698
Shooting method      565—570 595
Shooting method, eigenvalue problem      584
Shooting method, limitations      567
Shooting method, multiple      567
Shooting method, roundoff error      569
Side lobes      424
Sign changes      273 291 295 296 307 402 494
Signed-magnitude      22
Significant digit      19
Significant figures      26
SIMD      100 260 691
Similarity transform      476 491 498 502 503 505 613
Similarity transform, roundoff error      512
SIMPL      1 459 873 875
simplex      361
Simplex method      361 379—383 386 456 459 851 853 875
Simplex method, cycling      381 391 875
Simplex method, degeneracy      380 381 391 851 853 875
Simplex method, finding a basic feasible vector      383
Simplex method, tableau      382 386 459
SIMPLX      383 851
Simpson’s      3 8
Simpson’s rule      55 174 177 180 182 207 211 215 227 229 531 780
Simpson’s rule, composite formulas      176
Simpson’s rule, differential equations      527 530 535 536 547
Simpson’s rule, integral equations      604 607 614 621 622 624 923 929
SIMPX      457 852 853 871 875
Simson      176 220 222 229 780
Simulated annealing      387
sin      1 471 739
Sine      42 57 393 708
Sine integral      16
Sine transform      426 466 684
Single-step methods      523 545—555
Singular matrix      62 67 87 95 475
Singular matrix, convergence criterion      92
Singular matrix, finding condition number      87
Singular matrix, finding null-space and range      88
Singular matrix, Gaussian elimination      114
Singular matrix, least squares      87 88 89 400—402 404 405 406 412 464 617 767
Singular matrix, linear equations      88
Singular matrix, overdetermined system      89
Singular matrix, roundoff error      88
Singular value decomposition (SVD)      87—95 373 374 617 671 735 762 767
Singular values      87 88 401 762 767
Singularity, apparent      202
Singularity, differential equations      521 554 569 582 585 587 596 746
Singularity, integral equations      600 604 606 617
Singularity, integration      183 195—211 224 225 227 228 231 244 248 259 782
Singularity, kernel      617
Singularity, nonlinear equations      293 326 808
Singularity, pseudo      202 205
Singularity, removal      203 605
Singularity, weakening      204 213 214 604
Slack variables      379 386 455 851 853
Smith, B. T.      474 509
Smoothing of data      394 404 413 417 458 460
SOR      680 941
Sorting      882
Spanier, J.      51
Sparse matrix      62 80 96 98 114 332 365 377 505 655 670 690
Sparse matrix, conjugate gradient method      99 377
Sparse matrix, eigenvalue problem      483 505 506
Sparse matrix, iterative methods      97 677
Sparse matrix, Lanczos method      505 506
Spectral norm      78
Spectral radius      677 681 682 693 751
Speed-up      99 102 259
Spheroidal harmonics      582
SPLEVL      126 136 158 771 781
SPLINE      134 397
Spline, bicubic      146—148 155 777
Spline, cubic      134—138 146 152 153 156 158 180 717 735 770 771 781
Spline, linear      134 464
SPLINT      781
Spurious convergence      6 209 212 220 221 222 229 258 281 300 315 316 318 367 430 483 617 632 730
Spurious minimum      350
Square elements      702 752
Square root      336 471 726 739
Squire, W.      213
Stability      558 560
Stability, absolute      527 549 550 553 560 569 626
Stability, finite difference methods      641—644 649 656 657 660 662 665 669
Stability, Fourier method      642 644 649 656 657 660 662 665
Stability, hyperbolic equations      660 662 665 669
Stability, integral equations      621 623 624 626
Stability, matrix method      642 649
Stability, maximum principle      641
Stability, numerical integration methods      525—531 533 534 556 558—560 590 591 595 744 745
Stability, parabolic equations      641—644 649 656 657
Stability, predictor-corrector methods      534 538 590 591 745
Stability, recurrence relations      50 51
Stability, relative      530
Stabilized elementary transformation      504 891
STACK      224
Standard coordinates      687
Standard deviation      47 193 401
Standard form, error curve      449
Standard form, linear programming      379 456
Starting values      532 536 537 538 899
Starting values, Day’s method      622 930
Starting values, iterative method      536 537 592 746
Starting values, Runge — Kutta methods      536 904
Starting values, using Taylor series      536 592 621
startup time      100
Stationary point      347 353 356 360 367 389
Steepest descent      329 362 376 389 411
Steffensen’s method      335
Stegun, I. A.      51 161 189 199 236 437 709
Step function      137
Stiff      557
Stiff differential equations      525 527 533 553 554 555—563 652 905 934
Stiffly stable method      557 558—563 652 654 898 905
Stiffly stable method, pitfalls      560
Stoer, J.      140 554 568 684
Straight selection      882
STRINT      249 799
Stroud      799 800
Stroud, A. H.      189 199
Stroud’s formula      247 799 801
STRT      4 899 904
Structured programming      11
Sturm      495 496 883 884
Sturm sequence      494—497 883 884
Sturm — Liouville problem      579 580 615
Sturm’s Theorem      307 494
Subefficient rules      245
Successive over-relaxation method      679—681 683 690 751 941
Successive over-relaxation method, Chebyshev      692
Successive over-relaxation method, parallel processing      692
Successive over-relaxation method, rate of convergence      679
SUM      37 754
Summation      233 240
Summation of oscillatory series      238—240
Summation of rational functions      235—238
Summation, accelerating the convergence      236
Summation, algorithm      233 430
Summation, cascade sum      36 37 40 102 103 754
Summation, convergence criterion      237 6
Summation, Euler — Maclaurin sum formula      233—235
Summation, Euler’s transformation      238— 240
Summation, parallel processing      102 103
Summation, roundoff error      34 36 37 38 40 42 193 237 257 708
Summation, truncation error      234
Superaccurate formulas      158 161 172 173 174
SVD      93 94 95 401 403 413 762 767 847
SVDEVL      93 95 401 413 767
Symmetric kernel      601 610 612 613
Symmetric matrix      63 110 476 494 499 613
Symmetric matrix, eigenvalue problem      491—501 512 513
Symmetric tridiagonal matrix, eigenvalue problem      494—501 881 886
Symmetric tridiagonal matrix, multiple eigenvalues      495
Symmetric tridiagonal matrix, QL algorithm      499—501 881
Symmetry      143 443 444 449 450 451 582 597 645 666 701
System of differential equations      590
T-table      165 169 182 223
Tableau      382 386 456 459 851 853 872 874
tan      1 435 437 442 464 466 473 735 736 741
Taylor series      124 164 169 204 287 313 339 524 546 645 660 674 695 707 722
Taylor series method      536 590 621
Taylor series, multivariate function      359
Three-step formula      528—530 591 745
Three-step formula, maximal order      530
time constant      556
Time domain      414 418
Time scale      556
Time shift      418 425
TINVIT      486 487 883 886
TQL      2 500 501 880 881
Trace      483 613
Trapezoidal rule      5 17 173 174 176 177 180 186 212 243 416 429 720 781 782
Trapezoidal rule, contour integral      303 304
Trapezoidal rule, differential equations      523 532 536 546 557 561 595 652
Trapezoidal rule, integral equations      604 606 614 621 622 627 923 928
Trapezoidal rule, periodic integrand      227 232 262
Trapezoidal rule, stability      595 624
Traub, J. F.      289
TRBAK      880
TRED      2 493 500 501 504 878 880 881
Triangular decomposition      71—75 360 486
Triangular decomposition, Cholesky’s algorithm      112
Triangular decomposition, Crout’s algorithm      74 75
Triangular decomposition, Doolittle’s algorithm      73
Triangular decomposition, existence and uniqueness      112 711
Triangular decomposition, roundoff error      80
Triangular elements      686 688 702 752
Triangular matrix      63 69 71 72 76 86 96 107 109 113 498 506 581 619 710
Triangular window      467
TRIDIA      496 880 883
Tridiagonal matrix      62 107 109 135 486 491 497 499 505 576 577 579 643 651 653 657 682 691 693 710 934 937
Trigonometric approximation      396 417 464
Trigonometric interpolation      417
Truncated power basis      153 464 735
Truncation error      2 4—6 61
Truncation error, approximation      432 441
Truncation error, differential equations      524 528 31 532 534 537 540 547 548 549 572 574 579 580 584 595 904 910
Truncation error, differentiation      157 159 160 718
Truncation error, integral equations      603 609 614 620 621 627
Truncation error, integration      172 174 175 176 181 183 188 189 195 248 250 257 781
Truncation error, interpolation      120 121 124 126 136 714 715
Truncation error, inverse Laplace transformation      429
Truncation error, local      524 525 528 531 532 534 547 548 572 641 660
Truncation error, nonlinear equations      279 291 336 337 727 729
Truncation error, partial differential equations      640 644 657 660 671 674 695 697 750 752
Truncation error, propagation      525
Tukey, J. W.      419
Two’s complement      22
Tе war son, R. P.      61
Underdetermined system      89 380
Underflow      24 29 32 54 68 225 375 434 494 522 582 706 717 730 756 818
Underflow, graceful      24
Underrelaxation      679
Unformatted write      12
Unimodal function      351
Unit lower triangular matrix      63 72
Unit upper triangular matrix      63 74
Unitary matrix      63 78 497
Unsymmetric matrix, balancing      502 503 510 888
Unsymmetric matrix, eigenvalue problem      501 511 888 893
Unsymmetric matrix, eigenvector      509
Unsymmetric matrix, ill-conditioning      502 512 513
Unsymmetric matrix, reduction to Hessenberg form      503 891
Unsymmetric matrix, reduction to tridiagonal form      505
Upper Hessenberg matrix      63 109 507
Upper triangular matrix      63 69 76 506
Upwind differencing      669
Validation      15
Vandermonde matrix      138
Variable order method      622
Variance      250 251 254 263 398 399 409 803
Variance reduction      253 270 725
Variational method      686 689
Vector norm      78 88
Vector processor      100 101
Vector register      105
Vertex      378 380
Voigt, R. G.      694
Volt      928
Volterra equations      598 600 619—628 927 928 929
Volterra equations, classification      599
Volterra equations, consistency      623
Volterra equations, convergence      623 628
Volterra equations, conversion from the first to second kind      599 626
Volterra equations, deferred correction      622 628
Volterra equations, existence of solution      626
Volterra equations, first kind      626—628 928
Volterra equations, nonlinear      620—623 929
Volterra equations, quadrature method      619—628 928 929
Volterra equations, second kind      600 619—626 928 929
Volterra equations, smoothing of oscillations      627 928
Volterra equations, stability      621 623 624 626
Volterra equations, starting values      621 622
Volterra equations, third kind      629
Volterra equations, truncation error      620 621 627
w      487 495
Walsh, G. R.      466
Walsh, J.      598 628
Wasow, W. R.      676
Wave equation      636 659 663 666
Wave equation, higher order accuracy      660
Weakening the singularity      204 213 214 604
Weakly stable method      529 530
Weierstrass continuous nondifferentiable function      229 232
Weierstrass theorem      118 190
Weight function      195—201 204 205 214 228 250 264 394 465 605 610
Weight function, fully symmetric      246
Weight function, multiple integrals      248 259 269 724
Weights      172 189 191 193 195 245 246 396 398 602 620 749 923
Weights, positive      172 177 182 190 613
Weights, product rules      241 242 723
Weights, tables      199 720 785 788 794 797 924
Well-conditioned      44 319
Wild points      394 395 396 402 405 458 460
Wilkinson, J. H.      25 34 60 79 80 81 82 89 92 93 98 115 274 312 319 379 400 474 477 480 481 483 485 506 711 762
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