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[资源] 【MATLAB书籍159】《科学计算的介绍:使用MATLAB的矩阵-向量方法》(英文版)

【MATLAB书籍159】《Introduction to Scientific Computing_A Matrix-Vector Approach Using MATLAB》(英文版)【已搜索,无重复】

作者:Charles F. Van Loan
出版时间:1997年
页码:358 页
语言:英文
文件格式:DJVU
书籍简介:
Unique in content and approach, this book covers all the topics that are usually covered in an introduction to scientific computing--but folds in graphics and matrix-vector manipulation in a way that gets readers to appreciate the connection between continuous mathematics and computing. MATLAB is used throughout to encourage experimentation, and each chapter focuses on a different important theorem--allowing readers to appreciate the rigorous side of scientific computing. In addition to standard topical coverage, each chapter includes 1) a sketch of a “hard” problem that involves ill-conditioning, high dimension, etc.; 2)at least one theorem with both a rigorous proof and a “proof by MATLAB” experiment to bolster intuition; 3)at least one recursive algorithm; and 4)at least one connection to a real-world application. The book revolves around examples that are packaged in 200+ M-files, which, collectively, communicate all the key mathematical ideas and an appreciation for the subtleties of numerical computing.Power Tools of the Trade. Polynomial Interpolation. Piecewise Polynomial Interpolation. Numerical Integration. Matrix Computations. Linear Systems. The QR and Cholesky Factorizations. Nonlinear Equations and Optimization. The Initial Value Problem.For engineers and mathematicians.
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书籍封面:
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【MATLAB书籍159】《科学计算的介绍:使用MATLAB的矩阵-向量方法》(英文版)
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