Folkmar Bornemann

Numerical Linear Algebra

A Concise Introduction with MATLAB and Julia
Übersetzung:Simson, Walter

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Springer Undergraduate Mathematics Series
• Verlag: Springer / Springer International Publishing / Springer Spektrum / Springer, Berlin
• Artikelnr. des Verlages: 978-3-319-74221-2
• 1st ed. 2018
• Seitenzahl: 164
• Erscheinungstermin: 28. Februar 2018
• Englisch
• Abmessung: 235mm x 155mm x 10mm
• Gewicht: 274g
• ISBN-13: 9783319742212
• ISBN-10: 3319742213
• Artikelnr.: 50293313

Autorenporträt

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

Inhaltsangabe

Preface.- I Computing with Matrices.- II Matrix Factorization.- III Error Analysis.- IV Least Squares.- V Eigenvalue Problems.- Appendix.- Notation.- Index.