Low-rank iterative methods of periodic projected Lyapunov equations and their application in model reduction of periodic descriptor systems

Description

We discuss the numerical solution of large-scale sparse projected discrete-time periodic Lyapunov equations in lifted form which arise in model reduction of periodic descriptor systems. We extend the alternating direction implicit method and the Smith method to such equations. Low-rank versions of these methods are also presented, which can be used to compute low-rank approximations to the solutions of projected periodic Lyapunov equations in lifted form with low-rank right-hand side. Moreover, we consider an application of the Lyapunov solvers to balanced truncation model reduction of periodic discrete-time descriptor systems. Numerical results are given to illustrate the efficiency and accuracy of the proposed methods.:1 Introduction
2 Periodic descriptor systems
3 ADI method for causal lifted Lyapunov equations
4 Smith method for noncausal lifted Lyapunov equations
5 Application to model order reduction
6 Numerical results
7 Conclusions

Links & Downloads

1. urn:nbn:de:bsz:ch1-qucosa-97630
2. 1864-0087
3. https://monarch.qucosa.de/id/qucosa%3A19794
4. https://monarch.qucosa.de/api/qucosa%3A19794/attachment/ATT-0/
5. https://monarch.qucosa.de/api/qucosa%3A19794/attachment/ATT-1/

Tags

info:eu-repo/classification/ddc/518

ddc:518

Niedrigrangapproximation

model reduction, low-rank approximation

Additional Fields

Identifer	oai:union.ndltd.org:DRESDEN/oai:qucosa:de:qucosa:19794
Date	January 2011
Creators	Benner, Peter, Hossain, Mohammad-Sahadet, Stykel, Tatjana
Contributors	Max Planck Institute für Dynamik komplexer technischer Systeme
Publisher	Technische Universität Chemnitz
Source Sets	Hochschulschriftenserver (HSSS) der SLUB Dresden
Language	English
Detected Language	English
Type	doc-type:preprint, info:eu-repo/semantics/preprint, doc-type:Text
Rights	info:eu-repo/semantics/openAccess