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Here are some highlights of the new material in this ebook:a new chapter on integral equations and inverse methods a detailed treatment of multigrid methods for solving elliptic partial differential equations routines for band diagonal linear systems improved routines for linear algebra on sparse matrices Cholesky and QR decomposition orthogonal polynomials and Gaussian quadratures for arbitrary weight functions methods for calculating numerical derivatives Pad´e approximants, and rational Chebyshev approximation Bessel functions, and modified Bessel functions, of fractional order; and several other new special functions improved random number routines quasi-random sequences routines for adaptive and recursive Monte Carlo integration in highdimensional spaces globally convergent methods for sets of nonlinear equations simulated annealing minimization for continuous control spaces fast Fourier transform (FFT) for real data in two and three dimensions fast Fourier transform (FFT) using external storage improved fast cosine transform routines wavelet transforms Fourier integrals with upper and lower limits spectral analysis on unevenly sampled data Savitzky-Golay smoothing filters fitting straight line data with errors in both coordinates a two-dimensional Kolmogorov-Smirnoff test the statistical bootstrap method embedded Runge-Kutta-Fehlberg methods for differential equations high-order methods for stiff differential equations a new chapter on “less-numerical” algorithms, including Huffman and arithmetic coding, arbitrary precision arithmetic, and several other topics. 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 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 Integration of Ordinary Differential Equations 17 Two Point Boundary Value Problems 18 Integral Equations and Inverse Theory 19 Partial Differential Equations 20 Less-Numerical Algorithms Download free ebooks for c/c++: Numerical Recipes Example Book C++ 2nd Edition
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Free programing ebooks
Here are some highlights of the new material in this