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9780801854149

Matrix Computations

by ;
  • ISBN13:

    9780801854149

  • ISBN10:

    0801854148

  • Edition: 3rd
  • Format: Paperback
  • Copyright: 1996-10-15
  • Publisher: Johns Hopkins Univ Pr
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List Price: $54.00

Summary

Revised and updated, the third edition of Golub and Van Loan's classic text in computer science provides essential information about the mathematical background and algorithmic skills required for the production of numerical software. This new edition includes thoroughly revised chapters on matrix multiplication problems and parallel matrix computations, expanded treatment of CS decomposition, an updated overview of floating point arithmetic, a more accurate rendition of the modified Gram-Schmidt process, and new material devoted to GMRES, QMR, and other methods designed to handle the sparse unsymmetric linear system problem.

Author Biography

Gene H. Golub is professor of computer science at Stanford University. Charles F. Van Loan is professor of computer science at Cornell University.

Table of Contents

Preface to the Third Edition
Software
Selected References
Matrix Multiplication Problemsp. 1
Matrix Analysisp. 48
General Linear Systemsp. 87
Special Linear Systemsp. 133
Orthogonalization and Least Squaresp. 206
Parallel Matrix Computationsp. 275
The Unsymmetric Eigenvalue Problemp. 308
The Symmetric Eigenvalue Problemp. 391
Lanczos Methodsp. 470
Iterative Methods for Linear Systemsp. 508
Functions of Matricesp. 555
Special Topicsp. 579
Bibliographyp. 637
Indexp. 687
Table of Contents provided by Blackwell. All Rights Reserved.

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