Numerical Linear Algebra And Its Applications
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Numerical Linear Algebra and Applications
Full of features and applications, this acclaimed textbook for upper undergraduate level and graduate level students includes all the major topics of computational linear algebra, including solution of a system of linear equations, least-squares solutions of linear systems, computation of eigenvalues, eigenvectors, and singular value problems. Drawing from numerous disciplines of science and engineering, the author covers a variety of motivating applications. When a physical problem is posed, the scientific and engineering significance of the solution is clearly stated. Each chapter contains a summary of the important concepts developed in that chapter, suggestions for further reading, and numerous exercises, both theoretical and MATLAB and MATCOM based. The author also provides a list of key words for quick reference. The MATLAB toolkit available online, 'MATCOM', contains implementations of the major algorithms in the book and will enable students to study different algorithms for the same problem, comparing efficiency, stability, and accuracy.
Numerical Linear Algebra and Its Applications
Author: Xiao-Qing Jin
language: en
Publisher: Alpha Science International, Limited
Release Date: 2012
Numerical linear algebra, also called matrix computation, has been a center of scientific and engineering computing since 1946. Most of problems in science and engineering finally become problems in matrix computations. This book gives an elementary introduction to matrix comp utation and it also includes some new results obtained in recent years. This is a textbook for the senior students majoring in scientific computing and information science. It will be also useful to all who teach or study the subject.
Applied Numerical Linear Algebra
This comprehensive textbook is designed for first-year graduate students from a variety of engineering and scientific disciplines.