Numerical Linear Algebra and Applications, Second Edition

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Numerical Linear Algebra and Applications, Second Edition

Biswa Nath Datta (Author)

ISBN10: 0898716853

ISBN13: 978-0898716856

Numerical Linear Algebra and Applications, Second Edition

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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.

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title Numerical Linear Algebra and Applications, Second Edition
subtitle
authors Biswa Nath Datta
publisher SIAM
publishedDate 2010-02-04
description An undergraduate textbook that highlights motivating applications and contains summary sections, examples, exercises, online MATLAB codes and a MATLAB toolkit. All the major topics of computational linear algebra are covered, from basic concepts to advanced topics such as the quadratic eigenvalue problem in later chapters.
pageCount 530
printType BOOK
categories Mathematics
maturityRating NOT_MATURE
panelizationSummary
language en
canonicalVolumeLink https://books.google.com/books/about/Numerical_Linear_Algebra_and_Application.html?hl=&id=1V9PbyYGZIIC

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