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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
Conservation law form      664 938
Consistency      524 526 531 623 644
Constraints      345 347 377 378 455 457 459 851 853
Continuation method      302 329 333 570 574 830
Continued fraction      433—435
Continued fraction, conversion to rational function      434
Continued fraction, evaluation      433
Continued fraction, QD algorithm      435
Contour integral      302 304 822
CONTUR      821 822
Convergence, absolute      222 315 544
Convergence, acceleration      165 181 184 185 235 238
Convergence, convergence criterion      4 10 92 220—222 225 226 237 315—318 354 483 544
Convergence, detecting roundoff error      167 221 316 350
Convergence, extrapolation methods      167 223
Convergence, failure      311 317 508 518 617 628
Convergence, interpolation      120 121 129 131 150 715
Convergence, inverse iteration      484 485 486 516 742
Convergence, iterative methods      312 315—318 342 367
Convergence, iterative refinement      82
Convergence, limitations      6 179 220 222
Convergence, linear      285
Convergence, numerical integration methods      525 531
Convergence, order      4 16 120 284 524
Convergence, QL algorithm      498 500
Convergence, quadrature formulas      175 177 182 190 196 251 256
Convergence, relative      222 315 544
Convergence, solution of differential equations      525 531 644 645 648
Convergence, solution of integral equations      617 623 628
Convergence, spurious      6 209 212 220 221 222 229 258 281 300 315 316 318 367 430 483 617 632 730
Convolution      418 423 426 428 467 736
Convolution type kernel      601 630
Cooley — Tukey FFT algorithm      421
Cooley, J. W.      419
Corrector      532 620
Corrector, Adams — Moulton      536
Corrector, convergence of iteration      533
Corrector, Hamming’s      535
Corrector, Milne’s      535
Correlation      418
Cosine      57 232 738
Cosine integral      265
Cosine transform      426 466 685 735
Cost coefficients      381 851 854 873
Cost function      378
Cotes numbers      172
Courant condition      660 663 665 669 697
Courant, R.      660
Covariance matrix      399 407
Cramer’s Rule      13 61 65 590
Crank      931
Crank — Nicolson method      643 651 652 696 750 932
Crank — Nicolson method, parallel processing      691
Crank, J.      651
Critical frequency      415 425
Critical points      447 450 453 454
Crout      68 77 757 761
CROUTH      71 83 497 760
Crout’s algorithm      74 75 106 504 603 757 760
Crout’s algorithm, partial pivoting      74
Crump, K. S.      429 430
Cubic spline      134—138 610 686 717 770 771
Cubic spline in two dimensions      146
Cubic spline integration      180 781
Cubic spline least squares approximation      465 735
Cubic spline truncated power basis      153 464 735
Cubic spline, boundary conditions      135 152
Cubic spline, differentiation      156 158 771
Curtis, A. R.      220
Cycle time      100
Cyclic reduction      103 104 107 684 691 694
Cycling in simplex method      381 391 875
Dahlquist, G.      557
Dantzig, G. B.      379
Davidenko’s method      302 329 333 570 574 830
DAVIDM      358 359 840
DAVIDN      732 830 832 833
Davidon, W. C.      365
Davidon’s method      356—359 840
Davidon’s method, convergence      357
Davidon’s method, order      387
Davidon’s method, roundoff error      358
Davis, P. J.      127 171 175 177 183 191 201 206 226 245 256
Dawson’s integral      472 740
Day’s method      622
Debugging      7 15
Decay exponent      128 137 143 716
Decimal number system      18
Defective matrix      477 502 512 514 515 519 741 742 877
Defective matrix, eigenvector      490
Defective matrix, generalized eigenvector      514 515 741 742
Defective matrix, inverse iteration      490 515 742
Defective matrix, power method      514 741
Deferred correction      572 573 576 910 911
Deferred correction, convergence      604
Deferred correction, eigenvalue problem      580 913 915
Deferred correction, integral equations      603 604 606 613 618 622 628 923
Deferred correction, nonlinear equations      574
Deferred correction, partial differential equations      674
Deferred correction, second-order equations      574 595
Deflation      302 311 317 340 341 815 817 825
Deflation, backward      341
Deflation, matrix      481 508 515
Deflation, polynomial      309 311 312 341 825 826 829
Deflation, stability      312
Deflation, system of equations      325 326
Degeneracy, approximation      449 453
Degeneracy, kernel      601 612 613 614 616 631
Degeneracy, linear programming      380 381 391 457 851 853 875
DELVES      304 820 822
Delves, L. M.      302 303 304 305 598 628
Density of mesh points      586
Derogatory matrix      477
Design matrix      398 400 401 403
Determinant      13 65 475 479 494 519 579 581 756 757 760 761 915 920
Determinant, Hessenberg matrix      518
Determinant, overflow      68 582 757
Deuflhard, P.      555
DFP formula      365 389
Diagonal matrix      62 69 87 92 476 491 499
Diagonal rational function      140
Diagonalization      491 499
Diagonally dominant matrix      107 112 136 575 644
Difference equations      50 284 443 525 528 531 551 640
Difference, backward      128 262 571
Difference, central      463 650 671
Difference, divided      123 124 126 132
Difference, forward      127 238 262 571
Differential correction algorithm      455—457 871
Differential equations      520—597 744—748 895—922
Differential equations, Adams method      527 530 535 536 538 560 745 903
Differential equations, autonomous form      522
Differential equations, boundary conditions      521 522 564 571 572 587 588
Differential equations, boundary value problem      521 564—578 910
Differential equations, choice of method      555 570 578
Differential equations, convergence criterion      544
Differential equations, convergence of solution      525 531
Differential equations, eigenvalue problem      521 564 578—584 913
Differential equations, Euler’s method      523 524 535 557 589
Differential equations, expansion methods      597
Differential equations, extrapolation methods      553—555 585 907
Differential equations, finite difference methods      571—584 586 910
Differential equations, free boundary      564 587
Differential equations, Gear’s method      558 559 560
Differential equations, Hamming’s method      529 530 535 539 541 560
Differential equations, ill-conditioning      468 543 591 594 747
Differential equations, infinite range of integration      584
Differential equations, initial value problem      521 522—563 895—908
Differential equations, limitations of numerical methods      520
Differential equations, linear      522 566 568 572 576 578 589
Differential equations, method of undetermined coefficients      523 524 528 746
Differential equations, Milne’s method      535 539 541
Differential equations, modified midpoint method      554
Differential equations, numerical integration methods      523—545 558—563
Differential equations, order      521
Differential equations, oscillatory      585
Differential equations, predictor-corrector methods      532—545 898 903
Differential equations, reduction to first-order system      521
Differential equations, roundoff error      531 542 543 545 559 569 591 592 745
Differential equations, Runge — Kutta methods      545—553 593 895 897 898
Differential equations, shooting method      565—570 584 595
Differential equations, single-step methods      523 545—555
Differential equations, singularity      521 554 569 582 585 587 596 746
Differential equations, stability      525—531 534 538 547 549 550 556 558 559 560 590 591 595 745 746
Differential equations, stiff      525 527 533 553 554 555—563 652 905 934
Differential equations, stiffly stable method      558—563 652 905
Differential equations, trapezoidal rule      523 532 536 546 557 561 595
Differential equations, truncation error      524 528 531 532 534 537 540 547 548 549 572 574 579 580 584 595 904 910
Differential equations, with time delay      468
Differentiation      157 768
Differentiation, backward difference formula      161 558
Differentiation, central difference formula      161
Differentiation, cubic spline      158 771
Differentiation, extrapolation methods      163—167 719 778
Differentiation, Fourier series      417 468
Differentiation, function of two variables      168
Differentiation, interpolation formula      157 768
Differentiation, method of undetermined coefficients      160—163
Differentiation, optimum spacing      159 162 167 718
Differentiation, roundoff error      158 159 164 167 718 778
Differentiation, truncation error      157 159 160 718
Differentiation, using approximation      405 409 414 458 460 463 857
Diffusion equation      638 639—648 677
Diffusion equation, alternating direction method      656
Diffusion equation, Crank — Nicolson method      643
Diffusion equation, cylindrical polar coordinates      696
Diffusion equation, Du Fort and Frankel method      648 695
Diffusion equation, higher order methods      645 647 648
Diffusion equation, two space variables      656
Diffusion time scale      643
Dimensional effect      241 248 254
Direct methods      60 62 96 98 670 673
Direction set methods      370—375 411 847
Direction set methods, line search      373 849
Direction set methods, Powell’s method      371
Direction set methods, roundoff error      374
Dirichlet condition      635 638 639 640 671 674 678 684 689 931 932 934 935 939 941
Dirichlet condition, irregular boundary      674
Discontinuity, Fourier transform      416 417 425
Discontinuity, integral equations      605 926
Discontinuity, integration      231
Discontinuity, inverse Laplace transform      430 431
Discontinuity, partial differential equations      659
Discrepancy      450
Discrete Fourier Transform      14 414—428 684 857 859
Discrete Fourier transform, aliasing      415 424 427
Discrete Fourier transform, basic properties      418
Discrete Fourier transform, convolution      418 423 426
Discrete Fourier transform, correlation      418
Discrete Fourier transform, cosine      426
Discrete Fourier transform, differentiation      417 468
Discrete Fourier transform, frequency shift      418
Discrete Fourier transform, in n dimensions      427 428 860
Discrete Fourier transform, inverse      416 417 422 427
Discrete Fourier transform, Lanczos sigma factor      417 426 467 736
Discrete Fourier transform, orthogonality relations      417
Discrete Fourier transform, side lobes      424
Discrete Fourier transform, sine      426
Discrete Fourier transform, time shift      418 425
Discrete Fourier transform, weakening the discontinuity      425
Discrete Fourier transform, window function      423 424 467
Discrete Fourier transform, zero padding      422 426 428
Dispersive method      663
Dissipative method      663
Distributive law      28
DIVDIF      157 768 774
Divergent integral      209 212 268
Divergent series      239 268 703
Divide and conquer      102
Divided difference      123 124 126 132 353 674 676
Divided difference interpolation formula      124 168 188 768 774
Divided difference table      124 133
Domain of indeterminacy      274 285 294 295 313 316 726 816 824
Domain of indeterminacy of minimum      349 354 358
Domain of indeterminacy, size      275 313 316
Dongarra, J. J.      60
Doolittle’s algorithm      73 106
Doolittle’s algorithm, partial pivoting      75
Double length accumulation      38 40 43 71 80 82 105 504 762
DOUBLE PRECISION      27 28 30 33 82 83 201 753
DRVT      167 221 778
Du Fort and Frankel method      648 695
Dual problem      386 455 457
Duality theorem      386
Economization of power series      441 442 469 738
Efficiency      11 13
Efficiency index      287 299 310 336 339 353 357 729
Efficiency index on parallel computers      334
Efficiency, parallel processing      102
Efficient rules      245
Eigenfunction      578 579 582 913
Eigenfunction, integral equations      599 602 612 614 616 923
Eigenfunction, inverse iteration      580 613 614
Eigenfunction, left      613
Eigenfunction, nodes      580 597 614
Eigenvalue      63 78 475 479 503 562 589 876
Eigenvalue problem      474—519 741—744 876-893
Eigenvalue problem, balancing the matrix      502 503 510 888
Eigenvalue problem, characteristic polynomial      475 476 478 518
Eigenvalue problem, collocation method      613
Eigenvalue problem, defective matrix      490 502 512 514 515 519 741 742 877
Eigenvalue problem, differential equations      517 521 564 578—584 913
Eigenvalue problem, distinct eigenvalues      476
Eigenvalue problem, expansion methods      613
Eigenvalue problem, extrapolation methods      580
Eigenvalue problem, finite difference methods      579—584 673 676 700 913
Eigenvalue problem, Galerkin method      613
Eigenvalue problem, generalized      478 490 517 519 578 613 877 913
Eigenvalue problem, Hermitian matrix      476 486 497
Eigenvalue problem, Hessenberg matrix      507—509 517 893
Eigenvalue problem, Householder’s transformation      492 501 504 512 878
Eigenvalue problem, ill-conditioning      476 479 485 488 502 512 513
Eigenvalue problem, integral equations      599 612—615 923
Eigenvalue problem, inverse iteration      484—491 495 580 742 876 886 915 916 923
Eigenvalue problem, Jacobi method      491
Eigenvalue problem, Lanczos method      505 506
Eigenvalue problem, multiple eigenvalues      477 480 485 495 497 500
Eigenvalue problem, partial differential equations      636 673 676 700
Eigenvalue problem, power method      479—484 514 515 741
Eigenvalue problem, QL algorithm      498—501 881
Eigenvalue problem, QR algorithm      506—509 893
Eigenvalue problem, quadrature method      613 923
Eigenvalue problem, Rayleigh quotient      481 485 486 516 876 886
Eigenvalue problem, real symmetric matrix      476 491—501 878 886
Eigenvalue problem, reduction to boundary value problem      564 582 583
Eigenvalue problem, reduction to condensed form      491 492—494 501—505 512 878 891
Eigenvalue problem, roundoff error      480 481 483 485 493 494 502 504 505 506 512 513 517
Eigenvalue problem, shooting method      584
Eigenvalue problem, sparse matrix      505 506
Eigenvalue problem, Sturm sequence      494—497 884
Eigenvalue problem, symmetric tridiagonal matrix      494—497 499—501 881—886
Eigenvalue problem, truncation error      579 580 614
Eigenvalue problem, unsymmetric matrix      501—511 891 893
Eigenvalue, differential equations      578
Eigenvalue, dominant      479
Eigenvalue, integral equations      599 602 612 616 923
Eigenvalue, partial differential equations      636 (see also Eigenvalue problem)
Eigenvector      475 479 500 513 589 876
Eigenvector by direct solution of equations      488 509
Eigenvector, back-transformation      493 500 509 878 880 891
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