Numerical Linear Algebra

Author: Lloyd N. Trefethen
Publisher:
Publish Date: 2006-11-01
Features: "This is an excellent textbook with unique and creative arguments, which will undoubtedly benefit all those involved in teaching this field." – Nicholas J. Higham, Professor of Applied Mathematics at the University of Manchester
This book comprehensively discusses methods for solving systems of linear equations, least squares problems, and eigenvalue problems, including many recently developed methods. It is divided into 6 parts and 40 lectures. The main content includes: QR decomposition and least squares problems, conditioning and stability, direct methods for solving systems of linear equations, eigenvalue problems, and iterative methods. This book can be used as a one-semester textbook for upper-level undergraduate or graduate students in computational mathematics, scientific and engineering disciplines, or as a reference for applied workers.