Numerical Linear Algebra : A Concise Introduction with MATLAB and Julia

Bornemann, Folkmar

ISBN 10: 3319742213 / ISBN 13: 9783319742212

Editore: Springer 2018-02, 2018

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Codice articolo 6666-IUK-9783319742212

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Titolo: Numerical Linear Algebra : A Concise ...

Casa editrice: Springer 2018-02

Data di pubblicazione: 2018

Legatura: PF

Condizione: New

Descrizione articolo

Riassunto:

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.

L'autore:

Folkmar Bornemann is Professor for Numerical Analysis and Scientific Computing at the Technical University of Munich.