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Introduction to computational linear algebra / Nabil Nassif, American University of Beirut, Lebanon, Jocelyne Erhel, INRIA, Rennes, France, Bernard Philippe, INRIA, Rennes, France

Author
Nassif, Nabil
Additional Titles
Computational linear algebra
Published
Boca Raton : CRC Press, Taylor & Francis Group, [2015]
Physical Description
1 online resource
Additional Creators
Erhel, Jocelyne, 1956- and Philippe, Bernard, 1950-
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Contents
Front Cover; Contents; Preface; About the Authors; List of Figures; List of Tables; List of Algorithms; Chapter 1: Basic Linear Algebra Subprograms BLAS; Chapter 2: Basic Concepts for Matrix Computations; Chapter 3: Gauss Elimination and LU Decompositions of Matrices; Chapter 4: Orthogonal Factorizations and Linear Least Squares Problems; Chapter 5: Algorithms for the Eigenvalue Problem; Chapter 6: Iterative Methods for Systems of Linear Equations; Chapter 7: Sparse Systems to Solve Poisson Di erential Equations; Bibliography; Back Cover.
Summary
Introduction to Computational Linear Algebra introduces the reader with a background in basic mathematics and computer programming to the fundamentals of dense and sparse matrix computations with illustrating examples. The textbook is a synthesis of conceptual and practical topics in ""Matrix Computations."" The book's learning outcomes are twofold: to understand state-of-the-art computational tools to solve matrix computations problems (BLAS primitives, MATLAB® programming) as well as essential mathematical concepts needed to master the topics of numerical linear algebra. It is suitable for s.
Subject(s)
Genre(s)
ISBN
9781482258714 (electronic bk.)
1482258714 (electronic bk.)
1482258692
9781482258691
Note
"A Chapman & Hall book."
Bibliography Note
Includes bibliographical references and index.
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