William H. Press, Saul A. Teukolsky, William T. Vetterling, Brian P. FlanneryCambridge University PressEdition: 3, 9/1/2007EAN 9780521884075, ISBN10: 0521884071Hardcover, 1256 pages, 26 x 19 x 4.3 cmLanguage: EnglishThis 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.1. Preliminaries2. Solution of linear algebraic equations3. Interpolation and extrapolation4. Integration of functions5. Evaluation of functions6. Special functions7. Random numbers8. Sorting and selection9. Root finding and nonlinear sets of equations10. Minimization or maximization of functions11. Eigensystems12. Fast Fourier transform13. Fourier and spectral applications14. Statistical description of data15. Modeling of data16. Classification and inference17. Integration of ordinary differential equations18. Two point boundary value problems19. Integral equations and inverse theory20. Partial differential equations21. Computational geometry22. Less-numerical algorithmsReferences.' ... an essential component of any serious scientific or engineering library.' Computing Reviews
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