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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
Eigenvector, generalized      514 742
Eigenvector, inverse iteration      479 484 490 509
Eigenvector, left      475 486 580 581
Eigenvector, normalization      475 479 876
Eigenvector, orthogonality      475 497
Eigenvector, right      475 (see also Eigenvalue problem)
Elementary matrix      72 503
Elliott, D.F.      419 422
ellipse      175 368
Ellipsoid      360 401
Elliptic equations      636 639 670—685 941 944
Elliptic equations, alternating direction implicit iterative (ADJ) method      681—683 693 943
Elliptic equations, boundary conditions      639 671 674 676 684
Elliptic equations, cyclic reduction      684
Elliptic equations, direct methods      670 673 684
Elliptic equations, eigenvalue problem      636 673 676 700
Elliptic equations, FFT method      684 685
Elliptic equations, irregular boundary      674—676
Elliptic equations, iterative methods      673 677—683
Elliptic equations, nonlinear      676
Elliptic equations, parallel processing      691—694
Elliptic equations, successive over-relaxation method      679—681 692 941
Elliptic equations, three or more dimensions      683
Elliptic equations, truncation error      671 674 752
ELMHES      504 510 891
EPSILN      223 783
EQN      910 911 913 914 916 922
EQND      913 914 916
EQUDIS      221 258 805
Equidistributed sequence      241 255—258 805
Equidistributed sequence, convergence of integrals      256
Equidistributed sequence, generation      255 256
Equidistributed sequence, roundoff error      257
Equilibrated matrix      67 85 110
Equilibration      67 68 75 79 111 325
Equilibrium problem      635
Error curve      446 449 452 453 454 867
Error curve, nonstandard form      449 450
Error ellipsoid      401
Error function      17 263 471 739
Error, absolute      26 222 315 544
Error, blunder      3 17 357 368 394 396
Error, bug      3 11 12 15
Error, measurement      2
Error, modeling      2
Error, probable      250
Error, relative      25 26 222 315 544
Error, roundoff      2 4 10 25—51
Error, significant figures      26
Error, truncation      2 4—6
Euclidean norm      97 512
Euler — Maclaurin sum formula      13 180 181 233—235 236 262 268 723
Eulerian equation      669
Euler’s constant      16 265 268 707 723
Euler’s method      343 523 535 546 589
Euler’s method, backward      536 557
Euler’s method, truncation error      524 553
Euler’s transformation      238 239 240 268 430
Evolution problem      636
Exchange algorithm      454
Expansion methods      608—612 926
Expansion methods, boundary conditions      689
Expansion methods, collocation      609 610 611 613 617 618 688 689 926
Expansion methods, differential equations      597
Expansion methods, eigenvalue problem      613
Expansion methods, Fredholm equations      608—612 617 618
Expansion methods, Galerkin      609 612 613 686 688 689 690
Expansion methods, least squares      609 617 688 689
Expansion methods, partial differential equations      685
Explicit difference methods      640 646 659 661 662 666
Explicit difference methods, nonlinear equations      650
Explicit difference methods, parallel processing      691
Explicit difference methods, stability      641 642 649 660
Explicit formulas      523 530 532
Exponent offset      23 24 28 53
Exponential function      57 469 708 738
Exponential integral      59
Exponential order      428 430 737 862
EXTP      555 562 907
Extrapolation      16 131 140 163 329 523 620 908
Extrapolation methods      163—167 169 181 187
Extrapolation methods, $\epsilon$-algorithm      185 203 208 212 233 430 585 783 862
Extrapolation methods, adjusting the step size      554 555
Extrapolation methods, convergence criterion      167 223
Extrapolation methods, differential equations      553—555 572 580 585 907
Extrapolation methods, differentiation      163—167 719 778
Extrapolation methods, extrema      396 438 447 448 449 450 454 473 867
Extrapolation methods, integral equations      604 613 628
Extrapolation methods, integration      181—187 203 204 208 212 223 782 783
Extrapolation methods, partial differential equations      674
Extrapolation methods, roundoff error      166
Extrapolation methods, using polynomials      163 168 169 554 562 908
Extrapolation methods, using rational functions      169 554 562 908
Factorial function      235 236
False position      (see Regula falsi method)
Fast Fourier Transform      14 419—428 445 736 857—860
Fast Fourier transform for arbitrary N      422
Fast Fourier transform in n dimensions      427 428 860
Fast Fourier transform, bit reversal      420 858 860
Fast Fourier transform, Bluestein’s algorithm      422
Fast Fourier transform, complexity      467 736
Fast Fourier transform, convolution      423 426 467 736
Fast Fourier transform, Cooley — Tukey algorithm      421
Fast Fourier transform, parallel processing      427
Fast Fourier transform, real data      421 466 859
Fast Fourier transform, Sande — Tukey algorithm      421
Fast Fourier transform, solution of elliptic equations      684 685
Fast Fourier transform, using mixed radix representation      422 467
Fast Fourier transform, zero padding      422 423 426 428
FDM      574 576 577 584 910 915 920 922
Feasible region      380
Feasible vector      378
Fehlberg, E.      550
Fermi integrals      267 472 722 740
Fermi — Dirac statistics      267
FFT      427 857 859
fftn      427 428 860
FFTR      422 859
Fibonacci equation      284
Fibonacci numbers      109 349
Fictitious mesh points      640 665 671 675 676
Fill-in      98 505
Filon      791
Filon’s formula      205 227 791
Finite difference matrix      575 581 672 922
Finite difference methods      571—584 608 640—685 910—922 931-947
Finite difference methods, amplification factor      642 644 656 657 660 665 669 697 698 750 751
Finite difference methods, amplification matrix      662 699 750 751
Finite difference methods, automated allocation of mesh points      586 588
Finite difference methods, boundary conditions      572 587 588 640 650 656 657 659 665 671 674 676 684
Finite difference methods, central difference formula      571 659 671
Finite difference methods, consistency      644
Finite difference methods, convergence      644
Finite difference methods, deferred correction      572 573 574 580 595 910 911 913 915
Finite difference methods, dispersive      663
Finite difference methods, dissipative      663
Finite difference methods, eigenvalue problem      579—584 673 676 700 913
Finite difference methods, elliptic equations      670—685 941—947
Finite difference methods, explicit      640 641 642 646 649 650 659 660 661 662 666 691
Finite difference methods, extrapolation methods      572 580 674
Finite difference methods, higher order schemes      573 645 647 648 660 674
Finite difference methods, hyperbolic equations      659—670 938
Finite difference methods, implicit      640 643 644 651 660 662 666 691 751
Finite difference methods, nonlinear equations      574 650 651 664 676
Finite difference methods, parabolic equations      640—652 655—658 695 931 935
Finite difference methods, second-order equations      571 574 595
Finite difference methods, stability      641—644 649 656 657 660 662 665 669 697 751
Finite difference methods, Sturm — Liouville problem      579
Finite difference methods, truncation error      572 574 579 580 584 595 640 644 657 660 671 674 695 750 752
Finite element methods      685—690
Finite element methods, boundary conditions      689
Finite element methods, continuity of solution      685
Finite element methods, initial value problem      690
Finite element methods, method of lines      690
Finite element methods, nodal points      686
Finite element methods, parallelogram elements      688 702 752
Finite element methods, partitioning      685
Finite element methods, triangular elements      686 688 702 752
Finite element methods, variational method      689
Finite elements      685
Five-point formula      671 672
Fixed-point arithmetic      23 25 263
Fixed-point iteration      276—278 533 536 602 620 651 903 929
Fixed-point iteration, convergence      277 342
Fixed-point iteration, system of equations      325 731 903
Fixed-point representation      22 23
Fletcher — Reeves method      376
Fletcher, R.      364 365 366 370 381 410 411
FLN      847 849 851
FLNM      842 844 846
Floating-point arithmetic      26 55 56
Floating-point arithmetic, overflow      29 32
Floating-point arithmetic, roundoff error      27 28 30 32 54 705 706 707
Floating-point arithmetic, underflow      29 32 54
Floating-point representation      23
Floating-point representation, base      23 26 46 755
Floating-point representation, exponent offset      23 24 28 53
Fluid mechanics      669 699
Flux      664 665 670 939
FM      867 870
Folding of frequency spectrum      415
Forsythe, G. E.      60 87 676
FORTRAN      7 10 71 104 105 106 241 323 474 672 753 814 868 932
Fortran, array      9 427 860
Fortran, GO TO      11
Fortran, SAVE      753
Fortran, unformatted write      12
Forward difference      127 238 262 571
Forward error analysis      34 35 43
Forward integration formula      523
Forward interpolation formula      128
Forward substitution      69 75 581 619 757 75 9
Forward substitution, roundoff error      80
Fourier approximation      397 417
Fourier method      642 644 649 656 657 660 662 665
Fourier transform      205 414—428
Fourier transform method      684 685
Fourier transform, convergence      416
Fourier transform, convolution      736
Fourier transform, discontinuity      416 417 425
Fourier transform, Gibbs’ phenomenon      417 (see also discrete Fourier transform)
Fourier’s conditions      335
FRACTION      23 24 26 27 28 30 38 56
Fraction/mantissa      23 24 26 27 28 30 38 56
Fraction/mantissa, normalization      8 23 24 27
Fraction/mantissa, overflow      24
Fraction/mantissa, precision      24 26
Fraction/mantissa, underflow      24 29
Fred      604 606 607 614 615 923
FREDCO      926 928
Fredholm equations      598 600 601 602—619 923—928
Fredholm equations, classification      599
Fredholm equations, collocation method      609 610 611 613 617 618 926
Fredholm equations, deferred correction      603 604 606 613 618
Fredholm equations, existence of solution      616 631
Fredholm equations, expansion methods      608—612 613 617 618
Fredholm equations, extrapolation methods      604 613
Fredholm equations, first kind      616—619 923—928
Fredholm equations, fixed-point iteration      602
Fredholm equations, Galerkin method      609 612 613
Fredholm equations, nonlinear      607
Fredholm equations, quadrature method      602—608 613—616 617 749 923
Fredholm equations, regularization method      619
Fredholm equations, second kind      600 601 02—612 923—928
Fredholm equations, singular      600 604 606 617
Fredholm equations, spurious convergence      617 632
Fredholm equations, system of      608
Fredholm equations, third kind      612—615 923
Fredholm equations, truncation error      603 609 614
Free boundary      564 587
Free-end conditions      135
Frequency domain      414 418 684
Friedrichs, К. O.      660
Fully symmetric region      246
Funk      927 928
FUNPLT      350 807
Galerkin method      609 612 686 688
Galerkin method, eigenvalue problem      613
Galerkin method, Fredholm equations      609 612 613
Galerkin method, partial differential equations      686 689 690
Gamma function      16 242 452
Garbow, B. S.      474
GAUBLK      575 581 911 915 916 919
GAUELM      68 511 755 790 833 834 863 866 867 877 905 924 927
GAULAG      214 787
Gauss      193 220 784 787
Gauss — Chebyshev formula      196 720
Gauss — Hermite formula      199 214 721
Gauss — Jacobi formula      197
Gauss — Jordan elimination      69 86 106 107
Gauss — Jordan elimination, complexity      109
Gauss — Kronrod formula      191 200 223 224 793 794
Gauss — Kronrod formula, weights and abscissas      794
Gauss — Kronrod — Patterson formula      191 220
Gauss — Laguerre formula      199 214 217 233 787 788
Gauss — Laguerre formula, weights and abscissas      788
Gauss — Legendre formula      189 194 220 229 688 784 787
Gauss — Legendre formula, composite      190
Gauss — Legendre formula, integral equations      604 607 614 617 923
Gauss — Legendre formula, product      243 245 688 795 797
Gauss — Legendre formula, truncation error      189
Gauss — Legendre formula, weights and abscissas      785 797 924
Gauss — Seidel method      97 677 713 714
Gauss — Seidel method, convergence      97 678
Gauss — Seidel method, multicolor ordering      693
Gauss — Seidel method, parallel processing      692 693
Gauss — Seidel method, red-black ordering      692
Gaussian elimination for band matrix      65 97 107 109
Gaussian elimination for eigenvalue problem      503 504 513 891 892
Gaussian elimination for finite difference matrix      575 581 919
Gaussian elimination for singular matrix      114
Gaussian elimination for sparse matrix      98
Gaussian elimination for symmetric matrix      110
Gaussian elimination for tridiagonal matrix      710
Gaussian elimination, algorithmic form      68
Gaussian elimination, complexity      65 109
Gaussian elimination, matrix formulation      71—73
Gaussian elimination, parallel processing      106
Gaussian elimination, partial pivoting      66 67 73 575 581 755
Gaussian elimination, roundoff error      65 67 79
Gaussian quadrature      188—192 195—201 216 217 784 787 788
Gaussian quadrature, calculating weights and abscissas      200 790
Gaussian quadrature, checking the weights and abscissas      190
Gaussian quadrature, composite formulas      190 199 200
Gaussian quadrature, convergence      190 196
Gaussian quadrature, improper integrals      195—201 204 214
Gaussian quadrature, integral equations      603 604 617 619
Gaussian quadrature, logarithmic singularity      264 720
Gaussian quadrature, nonstandard weight functions      200
Gaussian quadrature, over infinite interval      199 214 788
Gaussian quadrature, roundoff error      190 194
Gaussian quadrature, truncation error      189 195
Gaussian quadrature, weight function      195—201 204 214
Gaussian quadrature, weights and abscissas      189 199 720 785 788 797 924
GAUSWT      201 208 228 331 790
Gear      559 562 563 654 655 898 899 905 934
Gear, C. W.      538 554 557 558 593
Gear’s method      558—563 905
Gear’s method, pitfalls      560
Gear’s method, stability      559 560
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