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Numerical Recipes 3rd Edition: The Art of Scientific Computing

Amazon.com Price:  $74.43 (as of 05/05/2019 15:04 PST- Details)

Description

Co-authored by four leading scientists from academia and industry, Numerical Recipes Third Edition starts with basic mathematics and computer science and proceeds to complete, working routines. Widely recognized as essentially the most comprehensive, accessible and practical basis for scientific computing, this new edition contains more than 400 Numerical Recipes routines, many of them new or upgraded. The executable C++ code, now printed in color for simple reading, adopts an object-oriented style particularly suited to scientific applications. The entire book is presented in the informal, easy-to-read style that made earlier editions so popular. Please discuss with www.nr.com or www.cambridge.org/us/numericalrecipes for more details. More information concerning licenses is to be had at: www.nr.com/licenses New key features:

  • 2 new chapters, 25 new sections, 25% longer than Second Edition
  • Thorough upgrades during the text
  • Over 100 completely new routines and upgrades of many more.
  • New Classification and Inference chapter, including Gaussian mixture models, HMMs, hierarchical clustering, Reinforce Vector Machines
  • New Computational Geometry chapter covers KD trees, quad- and octrees, Delaunay triangulation, and algorithms for lines, polygons, triangles, and spheres
  • New sections include interior point methods for linear programming, Monte Carlo Markov Chains, spectral and pseudospectral methods for PDEs, and plenty of new statistical distributions
  • An expanded remedy of ODEs with completely new routines

Plus comprehensive coverage of

  • linear algebra, interpolation, special functions, random numbers, nonlinear sets of equations, optimization, eigensystems, Fourier methods and wavelets, statistical tests, ODEs and PDEs, integral equations, and inverse theory
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