Title
A preconditioned block Arnoldi method for large Sylvester matrix equations.
Abstract
In this paper, we propose a block Arnoldi method for solving the continuous low-rank Sylvester matrix equation AX + XB=EFT. We consider the case where both A and B are large and sparse real matrices, and E and F are real matrices with small rank. We first apply an alternating directional implicit preconditioner to our equation, turning it into a Stein matrix equation. We then apply a block Krylov method to the Stein equation to extract low-rank approximate solutions. We give some theoretical results and report numerical experiments to show the efficiency of this method. Copyright (c) 2011 John Wiley & Sons, Ltd.
Year
DOI
Venue
2013
10.1002/nla.831
NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS
Keywords
Field
DocType
ADI preconditioner,block Arnoldi,Stein,Sylvester equation
Mathematical optimization,Sylvester equation,Preconditioner,Algebra,2 × 2 real matrices,Arnoldi iteration,Matrix (mathematics),Sylvester matrix,Mathematics
Journal
Volume
Issue
ISSN
20.0
SP2.0
1070-5325
Citations 
PageRank 
References 
3
0.39
3
Authors
4
Name
Order
Citations
PageRank
Abderrahman Bouhamidi16510.80
M. Hached230.73
M. Heyouni332.08
Khalide Jbilou43812.08