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The Theory of Matrices in Numerical Analysis

The Theory of Matrices in Numerical Analysis - Paperback

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Availability:In StockContributor:Alston Scott HouseholderSeries:Dover Books on MathematicsPublish date:2006-01-20Pages:270
Language:EnglishPublisher:Dover PublicationsISBN-13:9780486449722ISBN-10:486449726UPC:9780486449722Book Category:MathematicsBook Subcategory:MatricesSize:8.16 x 5.38 x 0.61 inchesWeight:0.6504Product ID:SC6X4BJWFS
This text explores aspects of matrix theory that are most useful in developing and appraising computational methods for solving systems of linear equations and for finding characteristic roots. Suitable for advanced undergraduates and graduate students, it assumes an understanding of the general principles of matrix algebra, including the Cayley-Hamilton theorem, characteristic roots and vectors, and linear dependence.
An introductory chapter covers the Lanczos algorithm, orthogonal polynomials, and determinantal identities. Succeeding chapters examine norms, bounds, and convergence; localization theorems and other inequalities; and methods of solving systems of linear equations. The final chapters illustrate the mathematical principles underlying linear equations and their interrelationships. Topics include methods of successive approximation, direct methods of inversion, normalization and reduction of the matrix, and proper values and vectors. Each chapter concludes with a helpful set of references and problems.
Language:EnglishPublisher:Dover PublicationsISBN-13:9780486449722ISBN-10:486449726UPC:9780486449722Book Category:MathematicsBook Subcategory:MatricesSize:8.16 x 5.38 x 0.61 inchesWeight:0.6504Product ID:SC6X4BJWFS
Publisher: Dover Publications

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