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[其他] Programming for Computations: A Gentle Introduction to Numerical Simulations [分享]

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igs816 在职认证  发表于 2016-11-22 10:01:23 |显示全部楼层
programming-for-computations-python.jpg
Author: Svein Linge, Hans Petter Langtangen
Pub Date: 2016
Publisher: Springer
ISBN: 978-3-319-32427-2
Pages: 232
Language: English
Format: PDF
Size: 10 Mb
This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more accessible and concise, in keeping with the needs of engineering students.
The book outlines the shortest possible path from no previous experience with programming to a set of skills that allows the students to write simple programs for solving common mathematical problems with numerical methods in engineering and science courses. The emphasis is on generic algorithms, clean design of programs, use of functions, and automatic tests for verification.

Table of Contents
1 The First Few Steps
2 Basic Constructions
3 Computing Integrals
4 Solving Ordinary Differential Equations
5 Solving Partial Differential Equations
6 Solving Nonlinear Algebraic Equations
A Getting Access to Python



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关键词:introduction computations Simulations Computation Programming accessible computer problems method style

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