English

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 AA and BB under which the expression AXXBAX-XB having low rank forces the operator XX itself to admit a good low rank approximation. It is known that this can be achieved when AA and BB 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 AXXB=CAX-XB=C does not require too many iterations, even without requiring AA to be normal.

Keywords

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

R2 v1 2026-06-28T12:01:37.471Z