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Numerical Linear Algebra and Applications

ISBN-10: 0898716853
ISBN-13: 9780898716856
Edition: 2nd 2009
Authors: Biswa Nath Datta
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Book details

Edition: 2nd
Copyright year: 2009
Publisher: Society for Industrial and Applied Mathematics
Binding: Hardcover
Pages: 554
Size: 7.25" wide x 10.00" long x 1.00" tall
Weight: 2.706
Language: English

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
Online materials
Special topics
Some software for matrix computations
A brief introduction to MATLAB�
MATCOM and selected MATCOM commands
Partial solutions and answers to selected problems

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