Iterative solution methods [EBook] / Owe Axelsson.
Iterative solution methods [EBook] / Owe Axelsson.
This book deals primarily with the numerical solution of linear systems of equations by iterative methods. The first part of the book is intended to serve as a textbook for a numerical linear algebra course. The material assumes the reader has a basic knowledge of linear algebra, such as set theory...
Personal Name(s):  Axelsson, O., (author) 

Imprint: 
Cambridge :
Cambridge University Press,
1994

Physical Description: 
1 online resource (xiii, 654 pages) 
Note: 
englisch 
ISBN: 
9780521445245 9780521555692 9780511624100 
Subject (LOC):  
Full Text 
This book deals primarily with the numerical solution of linear systems of equations by iterative methods. The first part of the book is intended to serve as a textbook for a numerical linear algebra course. The material assumes the reader has a basic knowledge of linear algebra, such as set theory and matrix algebra, however it is demanding for students who are not afraid of theory. To assist the reader, the more difficult passages have been marked, the definitions for each chapter are collected at the beginning of the chapter, and numerous exercises are included throughout the text. The second part of the book serves as a monograph introducing recent results in the iterative solution of linear systems, mainly using preconditioned conjugate gradient methods. This book should be a valuable resource for students and researchers alike wishing to learn more about iterative methods. 