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Numerical Recipes with Source Code CD-ROM 3rd Edition: The Art of Scientific Computing

Autor William H. Press, Saul A. Teukolsky, William T. Vetterling, Brian P. Flannery
en Limba Engleză Mixed media product – sep 2007
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.
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Specificații

ISBN-13: 9780521884075
ISBN-10: 0521884071
Pagini: 1256
Dimensiuni: 190 x 260 x 43 mm
Greutate: 2.14 kg
Ediția:Revizuită
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States

Cuprins

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.

Recenzii

' … 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

Descriere

The complete Numerical Recipes 3rd edition book/CD bundle, with a hundred new routines, two new chapters and much more.