Matrix calculation

Author: G.H. Golub
Publisher:
Publish Date: 2004-03-01
Features: This book systematically introduces the fundamental theories and methods of matrix computation. The content includes: matrix multiplication, matrix analysis, systems of linear equations, orthogonalization and least squares methods, eigenvalue problems, Lanczos methods, matrix functions, and special topics. Many algorithms in the book have ready-made software packages available, and each section is followed by exercises, along with notes and a large number of references. This book can serve as a textbook for senior undergraduate and graduate students in mathematics departments of universities, as well as a reference for computational mathematicians and engineers.