Iterative Solution Methods

By Owe Axelsson

Book Overview

Large linear systems of equations arise in most scientific problems where mathematical models are used. The most efficient methods for solving these equations are iterative methods. The first part of... This description may be from another edition of this product.

• Format: Hardcover
• Language: English
• ISBN: 0521445248
• ISBN13: 9780521445245
• Release Date: March 1994
• Publisher: Cambridge University Press
• Length: 668 Pages
• Weight: 2.35 lbs.
• Dimensions: 9.5" x 1.5" x 6.5"

Customer Reviews

fast convergence for some problems

The book may be attractive to researchers dealing with large linear systems of equations, and hoping to solve these in some quick fashion. Axelsson discusses iterative methods that he claims can converge rapidly. While this may not be generally true, the pragmatic researcher might keep Axelsson's ideas in mind, and consider applying them to her problems. The first section of the book is somewhat mundane. Totally standard descriptions that can be found in many texts on linear algebra. But the value of the book is in the second section. Where the author offers neat suggestions on how to pick the initial conditions for starting the iterations. As well as a type of steepest gradient descent to speed up the convergence.