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计算编程-Python:Python 3.6数值模拟的温和介绍-Programming For Computations - Python: A Gentle Introduction To Nume文件编号:985

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标题(title):Programming For Computations - Python: A Gentle Introduction To Numerical Simulations With Python 3.6
计算编程-Python:Python 3.6数值模拟的温和介绍
作者(author):Svein Linge, Hans Petter Langtangen
出版社(publisher):Springer
大小(size):7 MB (7420435 bytes)
格式(extension):pdf
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This book is published open access under a CC BY 4.0 license. This book presents computer programming as a key method for solving mathematical problems. This second edition of the well-received book has been extensively revised: All code is now written in Python version 3.6 (no longer version 2.7). In addition, the two first chapters of the previous edition have been extended and split up into five new chapters, thus expanding the introduction to programming from 50 to 150 pages. Throughout the book, the explanations provided are now more detailed, previous examples have been modified, and new sections, examples and exercises have been added. Also, a number of small errors have been corrected.
The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style employed 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 students to write simple programs for solving common mathematical problems with numerical methods in the context of engineering and science courses. The emphasis is on generic algorithms, clean program design, the use of functions, and automatic tests for verification.
Table of contents :
Front Matter ....Pages i-xxiii
The First Few Steps (Svein Linge, Hans Petter Langtangen)....Pages 1-38
A Few More Steps (Svein Linge, Hans Petter Langtangen)....Pages 39-58
Loops and Branching (Svein Linge, Hans Petter Langtangen)....Pages 59-77
Functions and the Writing of Code (Svein Linge, Hans Petter Langtangen)....Pages 79-102
Some More Python Essentials (Svein Linge, Hans Petter Langtangen)....Pages 103-130
Computing Integrals and Testing Code (Svein Linge, Hans Petter Langtangen)....Pages 131-174
Solving Nonlinear Algebraic Equations (Svein Linge, Hans Petter Langtangen)....Pages 175-201
Solving Ordinary Differential Equations (Svein Linge, Hans Petter Langtangen)....Pages 203-285
Solving Partial Differential Equations (Svein Linge, Hans Petter Langtangen)....Pages 287-309
Back Matter ....Pages 311-332

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