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The Theory of Matrices in Numerical Analysis (Dover Books on Mathematics) Kindle Edition

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Management number 221761720 Release Date 2026/05/03 List Price $3.24 Model Number 221761720
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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. Read more

XRay Not Enabled
ISBN13 978-0486145631
Language English
File size 7.4 MB
Page Flip Enabled
Publisher Dover Publications
Word Wise Not Enabled
Print length 274 pages
Accessibility Learn more
Screen Reader Supported
Publication date June 18, 2013
Enhanced typesetting Enabled

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