William J. Thompson, «Computing for Scientists and Engineers: A Workbook of Analysis, Numerics, and Applications»

本书涵盖数学背景复习、数值分析方法,如微分、积分及工程、生命和物理科学中的微分方程求解等;此外还包含最小二乘拟合、样条曲线和傅立叶展开等数据应用分析。本书特别之处在于其项目导向,提供了大量练习,并侧重于当前应用中的实际案例。

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William J. Thompson, «Computing for Scientists and Engineers: A Workbook of Analysis, Numerics, and Applications»
Wiley-Interscience | ISBN 0471547182 | 1992 Year | DjVu | 2,85 Mb | 464 Pages


Topics are divided between review material on the mathematics background; numerical-analysis methods such as differentiation, integration, the solution of differential equations from engineering, life and physical sciences; data-analysis applications including least-squares fitting, splines and Fourier expansions. Unique in its project orientation, it features a vast amount of exercises with emphasis on realistic examples from current applications.


 
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