Numerical Linear Algebra and Applications

Name: Numerical Linear Algebra and Applications
Price: 26.41 USD
Availability: InStock
ISBN: 9780898716856

ISBN-10: 0898716853

ISBN-13: 9780898716856

Edition: 2nd 2009

Authors: Biswa Nath Datta

List price: $91.00

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Book details

List price: $91.00
Edition: 2nd
Copyright year: 2009
Publisher: Society for Industrial and Applied Mathematics
Publication date: 1/30/2010
Binding: Hardcover
Pages: 554
Size: 6.85" wide x 9.72" long x 1.18" tall
Weight: 2.442
Language: English



Preface



Linear algebra problems, their importance, and computational difficulties



A review of some required concepts from core linear algebra



Floating point numbers and errors in computations



Stability of algorithms and conditioning of problems



Gaussian elimination and LU factorization



Numerical solutions of linear systems



QR factorization, singular value decomposition, and projections



Least-squares solutions to linear systems



Numerical matrix eigenvalue problems



Numerical symmetric eigenvalue problem and singular value decomposition



Generalized and quadratic eigenvalue problems



Iterative methods for large and sparse problems: an overview



Key terms in numerical linear algebra


Bibliography


Index


Online materials



Special topics



Some software for matrix computations



A brief introduction to MATLABï¿½



MATCOM and selected MATCOM commands



Partial solutions and answers to selected problems