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Reduced rank extrapolation for multi-term Sylvester equations

Numerical Analysis 2026-03-16 v1 Numerical Analysis

Abstract

We investigate the acceleration of stationary iterations for multi-term Sylvester equation by means of reduced rank extrapolation (RRE). Theoretical convergence results and implementations are provided for both small and large-scale problems. For the large-scale problems, an inexact non-stationary iteration is discussed, which makes use of low-rank matrix approximations. Numerical experiments illustrate the potential of the RRE acceleration which often leads to a substantial gain in convergence speed and therefore reducing the consumption of storage and computing time.

Keywords

Cite

@article{arxiv.2603.12979,
  title  = {Reduced rank extrapolation for multi-term Sylvester equations},
  author = {Peter Benner and Pascal den Boef and Patrick Kürschner and Xiaobo Liu and Jens Saak},
  journal= {arXiv preprint arXiv:2603.12979},
  year   = {2026}
}
R2 v1 2026-07-01T11:18:24.584Z