High order approximations of the operator Lyapunov equation have low rank

Luka Grubišić, Harri Hakula*

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

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Abstract

We present a low-rank greedily adapted hp-finite element algorithm for computing an approximation to the solution of the Lyapunov operator equation. We show that there is a hidden regularity in eigenfunctions of the solution of the Lyapunov equation which can be utilized to justify the use of high order finite element spaces. Our numerical experiments indicate that we achieve eight figures of accuracy for computing the trace of the solution of the Lyapunov equation posed in a dumbbell-domain using a finite element space of dimension of only 10 4 degrees of freedom. Even more surprising is the observation that hp-refinement has an effect of reducing the rank of the approximation of the solution.

Original languageEnglish
Pages (from-to)1433-1459
Number of pages27
JournalBIT Numerical Mathematics
Volume62
Issue number4
Early online date7 Apr 2022
DOIs
Publication statusPublished - Dec 2022
MoE publication typeA1 Journal article-refereed

Keywords

  • Exponential decay
  • hp-finite element methods
  • Low-rank approximation
  • Lyapunov equation

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