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Numerical Linear Algebra - A Concise Introduction with MATLAB and Julia
A Concise Introduction with MATLAB and Julia | Bornemann, Folkmar
Taschenbuch
2018 Springer International Publishing
Auflage: 18.03.2018 Auflage
X, 153 Seiten; X, 153 p. 1 illus. in color.; 23.5 cm x 15.5 cm
Sprache: English
ISBN: 978-3-319-74221-2
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Autorentext: Folkmar Bornemann is Professor for Numerical Analysis and Scientific Computing at the Technical University of Munich. Inhalt:
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.
Zusatztext: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.