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Existence of a low rank or ℋ-matrix approximant to the solution of a Sylvester equation.

Authors :
Grasedyck, L.
Source :
Numerical Linear Algebra with Applications. May2004, Vol. 11 Issue 4, p371-389. 19p.
Publication Year :
2004

Abstract

We consider the Sylvester equation AX-XB+C=0 where the matrix C∈ℂn×m is of low rank and the spectra of A∈ℂn×n and B∈ℂm×m are separated by a line. We prove that the singular values of the solution X decay exponentially, that means for any ℇ∈(0,1) there exists a matrix &Xtilde; of rank k=O(log(1/ℇ)) such that ∥X-&Xtilde;∥2⩽ℇ∥X∥2. As a generalization we prove that if A,B,C are hierarchical matrices then the solution X can be approximated by the hierarchical matrix format described in Hackbusch (Computing 2000; 62: 89–108). The blockwise rank of the approximation is again proportional to log(1/ℇ). Copyright © 2004 John Wiley & Sons, Ltd. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10705325
Volume :
11
Issue :
4
Database :
Academic Search Index
Journal :
Numerical Linear Algebra with Applications
Publication Type :
Academic Journal
Accession number :
13440822
Full Text :
https://doi.org/10.1002/nla.366