Introduction To Computational Mathematics

Introduction To Computational Mathematics pdf epub mobi txt 电子书 下载 2025

出版者:
作者:Yang, Xin-she (EDT)
出品人:
页数:260
译者:
出版时间:2008-6
价格:$ 98.00
装帧:
isbn号码:9789812818171
丛书系列:
图书标签:
  • 数学 
  •  
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This unique book provides a comprehensive introduction to computational mathematics, which forms an essential part of modern numerical algorithms and scientific computing. It uses a theorem-free approach with just the right balance between mathematics and numerical algorithms. It covers all major topics in computational mathematics with a wide range of carefully selected numerical algorithms, ranging from the root-finding algorithms, numerical integration, numerical methods of partial differential equations, finite element methods, optimization algorithms, stochastic models, to nonlinear curve-fitting and swarm optimization. Especially suitable for undergraduates and graduates in computational mathematics, numerical algorithms, and scientific computing, it can be used as a textbook and/or reference book.

Contents:Mathematical Foundations; Algorithmic Complexity; Ordinary Differential Equations; Partial Differential Equations; Roots of Nonlinear Equations; Numerical Integration; Computational Linear Algebra; Interpolation; Finite Difference Methods for ODEs; Finite Difference Methods for PDEs; Finite Volume Method; Finite Element Method; Mathematical Optimization; Mathematical Programming; Stochastic Models; Data Modelling; Metaheuristic Methods; Bee Algorithms; Swarm Optimization.

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