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On Krylov Subspace Implementation of ParaExp for Linear Switched Systems

  • Xi'an Jiaotong University
  • University of South China

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

A direct time-parallel time domain simulation algorithm based on ParaExp with Krylov subspace implementation for the large-scale linear switched systems (LSSs) is studied in this letter. It is built upon the superposition principle that the LSSs can be decoupled into independent subsystems consisting of homogeneous and inhomogeneous subproblems. The states of these independent subsystems are approximated by the residual-based shift-and-invert (SAI) Krylov subspace methods, and this time-parallel algorithm can thus be regarded as a parallel Krylov subspace approximation algorithm for LSSs. We demonstrate the efficiency of the proposed algorithm with numerical experiments.

Original languageEnglish
Pages (from-to)2085-2090
Number of pages6
JournalIEEE Control Systems Letters
Volume9
DOIs
StatePublished - 2025

Keywords

  • Krylov subspace method
  • linear switched systems
  • model order reduction
  • Parallelization

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