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Balanced truncation model reduction for linear time-varying systems.

Authors :
Lang, N.
Saak, J.
Stykel, T.
Source :
Mathematical & Computer Modelling of Dynamical Systems. Jul2016, Vol. 22 Issue 4, p267-281. 15p.
Publication Year :
2016

Abstract

A practical procedure based on implicit time integration methods applied to the differential Lyapunov equations arising in the square root balanced truncation method is presented. The application of high-order time integrators results in indefinite right-hand sides of the algebraic Lyapunov equations that have to be solved within every time step. Therefore, classical methods exploiting the inherent low-rank structure often observed for practical applications end up in complex data and arithmetic. Avoiding the additional effort in treating complex quantities, a symmetric indefinite factorization of both the right-hand side and the solution of the differential Lyapunov equations is applied. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
13873954
Volume :
22
Issue :
4
Database :
Academic Search Index
Journal :
Mathematical & Computer Modelling of Dynamical Systems
Publication Type :
Academic Journal
Accession number :
116621095
Full Text :
https://doi.org/10.1080/13873954.2016.1198386