Numerical Linear Algebra A Concise Introduction with MATLAB and Julia /

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 partitioni...

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1. Verfasser: Bornemann, Folkmar (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cham : Springer International Publishing, 2018.
Ausgabe:1st ed. 2018.
Schriftenreihe:Springer Undergraduate Mathematics Series,
Schlagworte:
ISBN:9783319742229
ISSN:1615-2085
Online-Zugang: Volltext
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245 1 0 |a Numerical Linear Algebra  |h [electronic resource] :  |b A Concise Introduction with MATLAB and Julia /  |c by Folkmar Bornemann. 
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520 |a 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. 
650 0 |a Matrix theory. 
650 0 |a Algebra. 
650 0 |a Numerical analysis. 
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