线性切换系统ParaExp的Krylov子空间实现

IF 2 Q2 AUTOMATION & CONTROL SYSTEMS
Ren-Hao Zhang;Jun Li;Yao-Lin Jiang
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引用次数: 0

摘要

本文研究了一种基于ParaExp和Krylov子空间实现的大规模线性切换系统(lss)直接时间并行时域仿真算法。基于叠加原理,lss可以解耦成由齐次子问题和非齐次子问题组成的独立子系统。这些独立子系统的状态由基于残差的移位-逆变(SAI) Krylov子空间方法逼近,因此该时间并行算法可视为lss的并行Krylov子空间逼近算法。通过数值实验验证了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On Krylov Subspace Implementation of ParaExp for Linear Switched Systems
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.
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来源期刊
IEEE Control Systems Letters
IEEE Control Systems Letters Mathematics-Control and Optimization
CiteScore
4.40
自引率
13.30%
发文量
471
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