[PDF] The Lanczos and Conjugate Gradient Algorithms: From Theory to Finite Precision Computations (Software, Environments and Tools)

ISBN: 0898716160

Category: Tutorial


Posted on 2017-10-23, by luongquocchinh.

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Author: Gerard Meurant | Publisher: SIAM | Category: Mathematics | Language: English | Page: 365 | ISBN: 0898716160 | ISBN13: 9780898716160 |

Description: This book presents the most comprehensive discussion to date of the use of these methods for computing eigenvalues and solving linear systems in both exact and floating point arithmetic. The author synthesizes the research done over the past 30 years, describing and explaining the "average" behavior of these methods and providing new insight into their properties in finite precision. Many examples are given that show significant results obtained by researchers in the field.

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