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Author | Title | Accn# | Year | Item Type | Claims |
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Nabil Nassif |
Introduction to computational linear algebra |
025999 |
2015 |
Book |
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Title | Introduction to computational linear algebra |
Author(s) | Nabil Nassif;Jocelyne Erhel;Bernard Philippe |
Publication | Boca Raton, CRC Press, 2015. |
Description | xxiv, 235p. |
Abstract Note | Book 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 Choleskys 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. |
ISBN,Price | 9781482258691 : UKP 49.99(HB) |
Classification | 512.64:681.3
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Keyword(s) | 1. BLAS OPERATION
2. COMPUTATIONAL LINEAR ALGEBRA
3. KRYLON METHOD
4. LINEAR ALGEBRA
5. MATLAB
6. NUMERICAL LINEAR ALGEBRA
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Item Type | Book |
Circulation Data
Accession# | |
Call# | Status | Issued To | Return Due On | Physical Location |
025999 |
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512.64:681.3/NAS/025999 |
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