Numerical Linear Algebra

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  • Numerical Linear Algebra Book Detail

  • Author : Folkmar Bornemann
  • Release Date : 2018-01-29
  • Publisher : Springer
  • Genre : Mathematics
  • Pages : 157
  • ISBN 13 : 3319742221
  • File Size : 28,28 MB

Numerical Linear Algebra by Folkmar Bornemann PDF Summary

Book Description: This book offers an introduction to the algorithmic-numerical thinking using basic problems of linear algebra. By focusing on linear algebra, it ensures a stronger thematic coherence than is otherwise found in introductory lectures on numerics. The book highlights the usefulness of matrix partitioning compared to a component view, leading not only to a clearer notation and shorter algorithms, but also to significant runtime gains in modern computer architectures. The algorithms and accompanying numerical examples are given in the programming environment MATLAB, and additionally – in an appendix – in the future-oriented, freely accessible programming language Julia. This book is suitable for a two-hour lecture on numerical linear algebra from the second semester of a bachelor's degree in mathematics.

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