Applied Numerical Linear Algebra 2025 pdf epub mobi 电子书

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发表于2025-01-22

Applied Numerical Linear Algebra 2025 pdf epub mobi 电子书

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出版者:SIAM

作者:James W. Demmel

出品人:

页数:431

译者:

出版时间:1997-8-1

价格:USD 75.50

装帧:Paperback

isbn号码:9780898713893

丛书系列:

图书标签: 数学计算线性代数计算数学经典科学计算数学-LinearAlgebra 外国技术

Applied Numerical Linear Algebra 2025 pdf epub mobi 电子书图书描述

Designed for first-year graduate students from a variety of engineering and scientific disciplines, this comprehensive textbook covers the solution of linear systems, least squares problems, eigenvalue problems, and the singular value decomposition. The author, who helped design the widely used LAPACK and ScaLAPACK linear algebra libraries, draws on this experience to present state-of-the-art techniques for these problems, including recommending which algorithms to use in various practical situations. Algorithms are derived in a mathematically illuminating way, including condition numbers and error bounds. Direct and iterative algorithms, suitable for dense and sparse matrices, are discussed. Algorithm design for modern computer architectures, where moving data is often more expensive than arithmetic operations, is discussed in detail, using LAPACK as an illustration. There are many numerical examples throughout the text and in the problems at the ends of chapters, most of which are written in MATLAB and are freely available on the Web.

Applied Numerical Linear Algebra 2025 pdf epub mobi 电子书

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