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Introduction to Computational Linear Algebra

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by Nabil Nassif & Jocelyne Erhel & Bernard Philippe
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Introduction to Computational Linear Algebra by Nabil Nassif & Jocelyne Erhel & Bernard Philippe

Teach Your Students Both the Mathematics of Numerical Methods and the Art of Computer Programming

Introduction to Computational Linear Algebra presents classroom-tested material on computational linear algebra and its application to numerical solutions of partial and ordinary differential equations. The book is designed for senior undergraduate students in mathematics and engineering as well as first-year graduate students in engineering and computational science.

The text first introduces BLAS operations of types 1, 2, and 3 adapted to a scientific computer environment, specifically MATLAB?. It next covers the basic mathematical tools needed in numerical linear algebra and discusses classical material on Gauss decompositions as well as LU and Cholesky's factorizations of matrices. The text then shows how to solve linear least squares problems, provides a detailed numerical treatment of the algebraic eigenvalue problem, and discusses (indirect) iterative methods to solve a system of linear equations. The final chapter illustrates how to solve discretized sparse systems of linear equations. Each chapter ends with exercises and computer projects.To view this DRM protected ebook on your desktop or laptop you will need to have Adobe Digital Editions installed. It is a free software. We also strongly recommend that you sign up for an AdobeID at the Adobe website. For more details please see FAQ 1&2. To view this ebook on an iPhone, iPad or Android mobile device you will need the Adobe Digital Editions app, or BlueFire Reader or Txtr app. These are free, too. For more details see this article.

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Ebook Details
Pages: 259
Size: 2.3 MB
Publisher: CRC Press
Date published:   2015
ISBN: 9781482258714 (DRM-PDF)

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This product is listed in the following categories:

Nonfiction > Mathematics
Nonfiction > Mathematics > Algebra
Nonfiction > Mathematics > Number Systems

These authors have products in the following categories:

Nonfiction > Mathematics > Applied
Nonfiction > Mathematics > Arithmetic
Nonfiction > Mathematics > Number Systems
Nonfiction > Mathematics
Nonfiction > Mathematics > Algebra

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