Numerical Recipes with Source Code CD-ROM 3rd Edition
Numerical Recipes with Source Code CD-ROM 3rd Edition
Saul A. Teukolsky, Cornell University, New York
William T. Vetterling, Zink Imaging, Cambridge, Massachusetts
Brian P. Flannery, Exxon Mobil Corporation, New Jersey
This book/CD bundle of the greatly expanded third edition of Numerical Recipes now has wider coverage than ever before, many new, expanded and updated sections, and two completely new chapters. Co-authored by four leading scientists from academia and industry, Numerical Recipes starts with basic mathematics and computer science and proceeds to complete, working routines. The informal, easy-to-read style that made earlier editions so popular is kept throughout. Highlights of the new material include:
a new chapter on classification and inference, Gaussian mixture models, HMMs, hierarchical clustering, and SVMs; a new chapter on computational geometry, covering KD trees, quad- and octrees, Delaunay triangulation, and algorithms for lines, polygons, triangles, and spheres; interior point methods for linear programming; MCMC; an expanded treatment of ODEs with completely new routines; and many new statistical distributions. For support or further licence information please visit www.nr.com.
- Most comprehensive book available on scientific computing, now updated
- Now covers classification and inference HMMs, SVMs, computational geometry, ODEs, MCMC and more
- Over 600,000 Numerical Recipes products in print
Reviews & endorsements
' … an essential component of any serious scientific or engineering library.' Computing Reviews
' … an instant 'classic,' a book that should be purchased and read by anyone who uses numerical methods …' American Journal of Physics
' … replete with the standard spectrum of mathematically pretreated and coded/numerical routines for linear equations, matrices and arrays, curves, splines, polynomials, functions, roots, series, integrals, eigenvectors, FFT and other transforms, distributions, statistics, and on to ODE's and PDE's … delightful.' Physics in Canada
' … a must for anyone doing scientific computing.' Journal of the American Chemical Society
'The authors are to be congratulated for providing the scientific community with a valuable resource.' The Scientist
'If you were to have only a single book on numerical methods, this is the one I would recommend.' IEEE Computational Science & Engineering
Product details
No date availableMixed media product
9780521884075
1256 pages
260 × 190 × 43 mm
2.082kg
Table of Contents
- 1. Preliminaries
- 2. Solution of linear algebraic equations
- 3. Interpolation and extrapolation
- 4. Integration of functions
- 5. Evaluation of functions
- 6. Special functions
- 7. Random numbers
- 8. Sorting and selection
- 9. Root finding and nonlinear sets of equations
- 10. Minimization or maximization of functions
- 11. Eigensystems
- 12. Fast Fourier transform
- 13. Fourier and spectral applications
- 14. Statistical description of data
- 15. Modeling of data
- 16. Classification and inference
- 17. Integration of ordinary differential equations
- 18. Two point boundary value problems
- 19. Integral equations and inverse theory
- 20. Partial differential equations
- 21. Computational geometry
- 22. Less-numerical algorithms
- References.
