Numerical Linear Algebra: A Concise Introduction with MATLAB and Julia
Folkmar Bornemann
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.
Categories:
Year:
2018
Edition:
1st
Publisher:
Springer
Language:
english
Pages:
157
ISBN 10:
3319742213
ISBN 13:
9783319742212
Series:
Springer Undergraduate Mathematics Series
File:
PDF, 2.77 MB
IPFS:
,
english, 2018