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Numerical Linear Algebra on Hardback by Holger Wendland
Numerical Linear Algebra on Hardback by Holger Wendland
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Numerical Linear Algebra

An Introduction
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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.

Author Biography:

Holger Wendland holds the Chair of Applied and Numerical Analysis at the Universität Bayreuth, Germany. He works in the area of Numerical Analysis and is the author of two books, Scattered Data Approximation (Cambridge, 2005) and Numerische Mathematik (2004, with Robert Schaback).
Release date NZ
November 16th, 2017
Audiences
  • Professional & Vocational
  • Tertiary Education (US: College)
Illustrations
Worked examples or Exercises; 5 Halftones, black and white; 16 Line drawings, black and white
Pages
418
Dimensions
157x235x28
ISBN-13
9781107147133
Product ID
26862533

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