A Student's Guide to Numerical Methods (Student's Guides)

Kindle Edition or EPUB + Converted PDF نویسندگان: Ian H. Hutchinson
جزئیات
فرمت: Kindle Edition or EPUB + Converted PDF ناشر: Cambridge University Press; 1st edition (April 30, 2015) تاریخ انتشار نسخه الکترونیکی : April 30, 2015
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شابک: 9781107095670 لینک: https://www.amazon.com/dp/B00U7CRHUW
توضیحات
This concise, plain-language guide for senior undergraduates and graduate students aims to develop intuition, practical skills and an understanding of the framework of numerical methods for the physical sciences and engineering. It provides accessible self-contained explanations of mathematical principles, avoiding intimidating formal proofs. Worked examples and targeted exercises enable the student to master the realities of using numerical techniques for common needs such as solution of ordinary and partial differential equations, fitting experimental data, and simulation using particle and Monte Carlo methods. Topics are carefully selected and structured to build understanding, and illustrate key principles such as: accuracy, stability, order of convergence, iterative refinement, and computational effort estimation. Enrichment sections and in-depth footnotes form a springboard to more advanced material and provide additional background. Whether used for self-study, or as the basis of an accelerated introductory class, this compact textbook provides a thorough grounding in computational physics and engineering.
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