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Numerical Linear Algebra: A Concise Introduction with MATLAB and Julia

Numerical Linear Algebra: A Concise Introduction with MATLAB and Julia
Catalogue Information
Field name Details
Dewey Class 512.5
Title Numerical Linear Algebra ([EBook]) : A Concise Introduction with MATLAB and Julia / by Folkmar Bornemann.
Author Bornemann, Folkmar , 1967-
Other name(s) SpringerLink (Online service)
Publication Cham : Springer International Publishing , 2018.
Physical Details X, 153 p. 1 illus. in color. : online resource.
Series Springer undergraduate mathematics series 1615-2085
ISBN 9783319742229
Summary Note 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.:
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site http://dx.doi.org/10.1007/978-3-319-74222-9
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