Description: This self-contained introduction to numerical linear algebra provides a comprehensive, yet concise, overview of the subject. It includes standard material such as direct methods for solving linear systems and least-squares problems, error, stability and conditioning, basic iterative methods and the calculation of eigenvalues. Later chapters cover more advanced material, such as Krylov subspace methods, multigrid methods, domain decomposition methods, multipole expansions, hierarchical matrices and compressed sensing. The book provides rigorous mathematical proofs throughout, and gives algorithms in general-purpose language-independent form. Requiring only a solid knowledge in linear algebra and basic analysis, this book will be useful for applied mathematicians, engineers, computer scientists, and all those interested in efficiently solving linear problems.
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EAN: 9781107147133
UPC: 9781107147133
ISBN: 9781107147133
MPN: N/A
Book Title: Numerical Linear Algebra: An Introduction (Cambrid
Item Length: 24 cm
Number of Pages: 418 Pages
Language: English
Publication Name: Numerical Linear Algebra: an Introduction
Publisher: Cambridge University Press
Publication Year: 2017
Subject: Engineering & Technology, Mathematics
Item Height: 235 mm
Item Weight: 710 g
Type: Textbook
Author: Holger Wendland
Item Width: 157 mm
Format: Hardcover
