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stewart d writing scientific software guide good style 2006

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Textbook in PDF format Book description This manual of scientific computing style will prove to be an essential addition to the bookshelf and lab of everyone who writes numerical software. Scientists, engineers and computer scientists who follow its advice will learn how to write good software, and how to test it for bugs, accuracy and performance. The core of scientific computing is designing, writing, testing, debugging and modifying numerical software for application to a vast range of areas: from graphics, meteorology and chemistry to engineering, biology and finance. Scientists, engineers and computer scientists need to write good code, for speed, clarity, flexibility and ease of re-use. Oliveira and Stewart's style guide for numerical software points out good practices to follow, and pitfalls to avoid. By following their advice, readers will learn how to write efficient software, and how to test it for bugs, accuracy and performance. Techniques are explained with a variety of programming languages, and illustrated with two extensive design examples, one in Fortran 90 and one in C++: other examples in C, C++, Fortran 90 and Java are scattered throughout the book. This manual of scientific computing style will be an essential addition to the bookshelf and lab of everyone who writes numerical software. Part Numerical Software: Why numerical software? Scientific computation and numerical analysis Priorities Famous disasters Exercises Part Developing Software: Basics of computer organization Software design Modularity and all that Data structures Design for testing and debugging Exercises Part Efficiency in Time, Efficiency in Memory: Be algorithm aware Computer architecture and efficiency Global vs. local optimization Grabbing memory when you need it Memory bugs and leaks Part Tools: Sources of scientific software Unix tools Cubic spline function library Multigrid algorithms Appendix review of vectors and matrices Appendix trademarks

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Stewart D. Writing Scientific Software. A Guide to Good Style 2006.pdf 2.1 MB

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stewart d writing scientific software guide good style 2006

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