简介
This book aims to teach the methods of numerical computing, and as such it is a practical reference and textbook for anyone using numerical analysis. The authors provide the techniques and computer programs needed for analysis and also advice on which techniques should be used for solving certain types of problems. The authors assume the reader is mathematically literate and is familiar with FORTRAN and PASCAL programming languages, but no prior experience with numerical analysis or numerical methods is assumed. The book includes all the standard topics of numerical analysis (linear equations, interpolation and extrapolation, integration, nonlinear rootfinding, eigensystems and ordinary differential equations). The programs in the book are in ANSI-standard FORTRAN-77 for the main text, and are repeated in UCSDPASCAL at the end. They are available on discs for use on IBM-PC microcomputers and their compatibles. A workbook providing sample programs that illustrate the use of each subroutine and procedure is available, as well as discs giving programs listed in the book in USCD-PASCAL and FORTRAN-77 for use on IBM-PC microcomputers and their compatibles.
目录
Legal matters
List of computer programs
Preliminaries
Solution of linear algebraic equations
Interpolation and extrapolation
Integration of functions
Evaluation of functions
Special functions
Random numbers
Sorting
Root finding and nonlinear sets of equations
Minimization or maximization of functions
Eigensystems
Fast Fourier transform
Fourier and spectral applications
Statistical description of data
Modeling of data
Integration of ordinary differential equations
Two point boundary value problems
Integral equations and inverse theory
Partial differential equations
Less-numerical algorithms
References
Index of programs and dependencies
General index
List of computer programs
Preliminaries
Solution of linear algebraic equations
Interpolation and extrapolation
Integration of functions
Evaluation of functions
Special functions
Random numbers
Sorting
Root finding and nonlinear sets of equations
Minimization or maximization of functions
Eigensystems
Fast Fourier transform
Fourier and spectral applications
Statistical description of data
Modeling of data
Integration of ordinary differential equations
Two point boundary value problems
Integral equations and inverse theory
Partial differential equations
Less-numerical algorithms
References
Index of programs and dependencies
General index
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