Matrix Computations

A comprehensive treatment of numerical linear algebra from the standpoint of both theory and practice.

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 cover-to-cover 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
- large-scale SVD methods
- polynomial eigenvalue problems

Matrix Computations is packed with challenging problems, insightful derivations, a