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Society for Industrial and Applied Mathematics (SIAM) SIAM Applied Numerical Linear Algebra Textbook for Graduate Students

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Description

Master complex mathematical concepts with Applied Numerical Linear Algebra from the Society for Industrial and Applied Mathematics (SIAM). This comprehensive textbook is specifically designed for first-year graduate students across various engineering and scientific disciplines. Drawing on the author's direct experience helping design the widely used LAPACK and ScaLAPACK linear algebra libraries, this book provides state-of-the-art techniques for solving linear systems, least squares problems, eigenvalue problems, and the singular value decomposition. The text offers practical guidance by recommending which algorithms to use in different real-world situations. Algorithms are presented through mathematically illuminating derivations, including important concepts like condition numbers, to ensure a deep understanding of numerical methods.

Key Features

Designed for first-year graduate students in engineering and scientific disciplines.

Covers essential topics including linear systems, least squares, eigenvalue problems, and singular value decomposition.

Includes practical algorithm recommendations based on the author's experience with LAPACK and ScaLAPACK libraries.

Provides mathematically illuminating derivations of algorithms, including condition numbers.

Published by the Society for Industrial and Applied Mathematics (SIAM) for academic rigor.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
01 August 1997
Listed Since
18 December 2006

Barcode

No barcode data available

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