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E-book
Author Nassif, Nabil

Title Introduction to computational linear algebra / Nabil Nassif, American University of Beirut, Lebanon, Jocelyne Erhel, INRIA, Rennes, France, Bernard Philippe, INRIA, Rennes, France
Published Boca Raton : CRC Press, Taylor & Francis Group, [2015]

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Description 1 online resource
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
Notes "A Chapman & Hall book."
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Algebras, Linear -- Textbooks
MATHEMATICS -- Algebra -- Intermediate.
Algebras, Linear
Algèbre linéaire.
Équations, Systèmes d'.
Genre/Form Textbooks
Form Electronic book
Author Erhel, Jocelyne, 1956-
Philippe, B
ISBN 9781482258714
1482258714
1482258692
9781482258691
Other Titles Computational linear algebra