Introduction to Scientific Computing and Data Analysis, Hardback Book

Introduction to Scientific Computing and Data Analysis Hardback

Part of the Texts in Computational Science and Engineering series

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Description

This textbook provides and introduction to numerical computing and its applications in science and engineering. The topics covered include those usually found in an introductory course, as well as those that arise in data analysis. This includes optimization and regression based methods using a singular value decomposition. The emphasis is on problem solving, and there are numerous exercises throughout the text concerning applications in engineering and science. The essential role of the mathematical theory underlying the methods is also considered, both for understanding how the method works, as well as how the error in the computation depends on the method being used. The MATLAB codes used to produce most of the figures and data tables in the text are available on the author's website and SpringerLink.

Information

  • Format: Hardback
  • Pages: 497 pages, 136 Tables, color; 138 Illustrations, color; 39 Illustrations, black and white; XIV, 497
  • Publisher: Springer International Publishing AG
  • Publication Date:
  • Category: Numerical analysis
  • ISBN: 9783319302546

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