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| 文件名: 用R做数值分析pracma.pdf | |
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几乎包含了所有的数值分析函数
The package encompasses functions from all areas of numerical analysis, for example: • Root finding and minimization of univariate functions, e.g. Newton-Raphson, Brent-Dekker, Fibonacci or ‘golden ratio’ search. • Handling polynomials, including roots and polynomial fitting, e.g. Laguerre’s and Muller’s methods. Interpolation and function approximation, barycentric Lagrange interpolation, Pade and rational interpolation, Chebyshev or trigonomet-ric approximation. • Some special functions, e.g. Fresnel integrals, Riemann’s Zeta or the complex Gamma function, and Lambert’s W computed iteratively through Newton’s method. • Special matrices, e.g. Hankel, Rosser, Wilkinson • Numerical differentiation and integration, Richardson approach and “complex step” derivatives, adaptive Simpson and Lobatto integra-tion and adaptive Gauss-Kronrod quadrature. • Solvers for ordinary differential equations and systems, Euler-Heun, classical Runge-Kutta, ode23, or predictor-corrector method such as the Adams-Bashford-Moulton. • Some functions from number theory, such as primes and prime factorization, extended Euclidean algorithm. • Sorting routines, e.g. recursive quickstep. • Several functions for string manipulation and regular search, all wrapped and named similar to their Matlab analogues. It serves two main goals: • Collecting R scripts that can be demonstrated in courses on ‘Numerical Analysis’ or ‘Scientific Computing’ using R/S as the chosen programming language. • Wrapping functions with appropriate Matlab names to simplify porting programs from Matlab or Octave to R. Besides that, many of these functions could be called in R applications as they do not have compa-rable counterparts in R packages (at least at this moment). |
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