Scientific Computing: For Scientists and Engineers

Walter de Gruyter GmbH & Co KG
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Scientific Computing for Scientists and Engineers is designed to teach undergraduate students relevant numerical methods and required fundamentals in scientific computing.

Most problems in science and engineering require the solution of mathematical problems, most of which can only be done on a computer. Accurately approximating those problems requires solving differential equations and linear systems with millions of unknowns, and smart algorithms can be used on computers to reduce calculation times from years to minutes or even seconds. This book explains: How can we approximate these important mathematical processes? How accurate are our approximations? How efficient are our approximations?

Scientific Computing for Scientists and Engineers covers:

  • An introduction to a wide range of numerical methods for linear systems, eigenvalue problems, differential equations, numerical integration, and nonlinear problems;
  • Scientific computing fundamentals like floating point representation of numbers and convergence;
  • Analysis of accuracy and efficiency;
  • Simple programming examples in MATLAB to illustrate the algorithms and to solve real life problems;
  • Exercises to reinforce all topics.
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About the author

Timo Heister and Leo G. Rebholz, Clemson University, USA.

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Additional Information

Publisher
Walter de Gruyter GmbH & Co KG
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Published on
May 19, 2015
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Pages
149
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ISBN
9783110359428
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Best For
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Language
English
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Genres
Mathematics / Applied
Mathematics / General
Mathematics / Numerical Analysis
Mathematics / Study & Teaching
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Content Protection
This content is DRM protected.
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