Matrix computations
 Author/Creator
 Golub, Gene H. (Gene Howard), 19322007.
 Language
 English.
 Edition
 4th ed.
 Imprint
 Baltimore : Johns Hopkins University Press, 2013.
 Physical description
 xxi, 756 p. : ill. ; 26 cm.
 Series
 Johns Hopkins studies in the mathematical sciences.
Access
Available online
Course reserve
 Course
 CME30201  Numerical Linear Algebra
 Instructor(s)
 Darve, Eric Felix

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Contributors
 Contributor
 Van Loan, Charles F.
Contents/Summary
 Bibliography
 Includes bibliographical references and index.
 Contents

 Matrix multiplication problems
 Matrix analysis
 General linear systems
 Special linear systems
 Orthogonalization and least squares
 Parallel matrix computations
 The unsymmetric eigenvalue problem
 The symmetric eigenvalue problem
 Lanczos methods
 Iterative methods for linear systems
 Functions of matrices
 Special topics.
 Publisher's Summary
 The fourth edition of Gene H. Golub and Charles F. Van Loan's classic is an essential reference for computational scientists and engineers in addition to researchers in the numerical linear algebra community. Anyone whose work requires the solution to a matrix problem and an appreciation of its mathematical properties will find this book to be an indispensible tool. This revision is a covertocover expansion and renovation of the third edition. It now includes an introduction to tensor computations and brand new sections on: fast transforms; parallel LU; discrete Poisson solvers; pseudospectra; structured linear equation problems; structured eigenvalue problems; largescale SVD methods; and, polynomial eigenvalue problems. Matrix Computations is packed with challenging problems, insightful derivations, and pointers to the literatureeverything needed to become a matrixsavvy developer of numerical methods and software.
(source: Nielsen Book Data)
Subjects
 Subject
 Matrices > Data processing.
Bibliographic information
 Publication date
 2013
 Responsibility
 Gene H. Golub, Charles F. Van Loan.
 Series
 Johns Hopkins studies in the mathematical sciences
 ISBN
 1421407949
 9781421407944