Numerical Linear Algebra
An Introduction (Cambridge Texts in Applied Mathematics)

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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.

AuthorHolger Wendland
Height898 mm
Length598 mm
Width98 mm
Language TypePublished
Number Of Pages418
Product GroupBook
Publication Date2017-11-16
PublisherCambridge University Press
StudioCambridge University Press
Sales Rank487514

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