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Numerical Linear Algebra and Matrix Factorizations

BuchKartoniert, Paperback
371 Seiten
Englisch
Springererschienen am03.03.20211st ed. 2020
After reading this book, students should be able to analyze computational problems in linear algebra such as linear systems, least squares- and eigenvalue problems, and to develop their own algorithms for solving them.mehr
Verfügbare Formate
BuchGebunden
EUR37,44
BuchKartoniert, Paperback
EUR26,74
E-BookPDF1 - PDF WatermarkE-Book
EUR53,49

Produkt

KlappentextAfter reading this book, students should be able to analyze computational problems in linear algebra such as linear systems, least squares- and eigenvalue problems, and to develop their own algorithms for solving them.
Zusammenfassung
Detailed proofs of practically all results making it suitable for self-study

Detailed algorithms in Matlab

The book is self-contained, assuming only first year calculus
Details
ISBN/GTIN978-3-030-36470-0
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2021
Erscheinungsdatum03.03.2021
Auflage1st ed. 2020
Seiten371 Seiten
SpracheEnglisch
IllustrationenXXIII, 371 p. 181 illus., 37 illus. in color.
Artikel-Nr.49378504

Inhalt/Kritik

Inhaltsverzeichnis
A Short Review of Linear Algebra.- LU and QR Factorizations.- Eigenpairs and Singular Values.- Matrix Norms and Least Squares.- Kronecker Products and Fourier Transforms.- Iterative Methods for Large Linear Systems.- Eigenvalues and Eigenvectors.- Index.mehr
Kritik
"It is more suitable for students with a few more advanced courses that include at least some real analysis and introductory numerical analysis." (Tom Lyche, MAA Reviews, November 7, 2020)mehr

Schlagworte

Autor

The author has a long experience at the university level, teaching numerical analysis, numerical linear algebra and matrix theory, mathematical optimization, approximation theory, and computer aided geometric design.
He has received the Dagstuhl foundation's John Gregory Memorial Award for "Outstanding contributions to geometric modeling" and is a member of Norwegian Academy of Science and Letters.
He has published more than 90 papers in leading international journals and refereed proceedings, edited 17 books and is on the editorial board of 4 international journals. Jointly with Prof. Jean-Louis Merrien, he has published the book "Exercises in Computational Mathematics with MATLAB " published by Springer in 2014.