Lifting Sylvester equations: singular value decay for non-normal coefficients
Numerical Analysis
2023-08-23 v1 Numerical Analysis
Operator Algebras
Abstract
We aim to find conditions on two Hilbert space operators and under which the expression having low rank forces the operator itself to admit a good low rank approximation. It is known that this can be achieved when and are normal and have well-separated spectra. In this paper, we relax this normality condition, using the idea of operator dilations. The basic problem then becomes the lifting of Sylvester equations, which is reminiscent of the classical commutant lifting theorem and its variations. Our approach also allows us to show that the (factored) alternating direction implicit method for solving Sylvester equaftions does not require too many iterations, even without requiring to be normal.
Cite
@article{arxiv.2308.11533,
title = {Lifting Sylvester equations: singular value decay for non-normal coefficients},
author = {Raphaël Clouâtre and Brock Klippenstein and Richard Mikaël Slevinsky},
journal= {arXiv preprint arXiv:2308.11533},
year = {2023}
}
Comments
17 pagers, 2 figures