Matrix Computations

Matrix Computations

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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 text useful and engaging. This revision is a cover-to-cover expansion and renovation of the third edition. It now includes an introduction to tensor computations and brand new sections on a€c fast transformsa€c parallel LUa€c discrete Poisson solversa€c pseudospectraa€c structured linear equation problemsa€c structured eigenvalue problemsa€c large-scale SVD methodsa€c polynomial eigenvalue problems Matrix Computations is packed with challenging problems, insightful derivations, and pointers to the literaturea€”everything needed to become a matrix-savvy developer of numerical methods and software.Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods, SIAM Publications, Philadelphia, PA. L.S. Blackford, J. ... LAPACK Usersa#39; Guide, third edition, SIAM Publications, Philadelphia, PA. Z. Bai, J. Demmel, ... MATLAB D.J. Higham and NJ. Higham ... D. Fan (2009). Insight Through Computing: A Mat/ab Introduction to Computational Science and Engineering, SIAM Publications,

Title:Matrix Computations
Author:Gene H. Golub, Charles F. Van Loan
Publisher:JHU Press - 2012-12-27


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