DocumentCode
701963
Title
Large periodic Lyapunov equations: Algorithms and applications
Author
Kressner, Daniel
Author_Institution
Institut für Mathematik, MA 4-5, Technische Universität Berlin, D-10623 Berlin, Germany
fYear
2003
fDate
1-4 Sept. 2003
Firstpage
951
Lastpage
956
Abstract
Two algorithms for the solution of discrete-time periodic Lyapunov equations are presented. The first one is a variant of the squared Smith iteration, which is solely based on matrix multiplications and thus attractive to parallel computing environments. The second algorithm is based on Krylov subspaces and employs a recently developed variant of the block Arnoldi algorithm. It is particularly suited for periodic Lyapunov equations with large and sparse coefficient matrices. We also demonstrate how these methods can be applied to balanced truncation model reduction of periodic discrete-time systems and the solution of periodic Riccati equations.
Keywords
Convergence; Mathematical model; Matrix decomposition; Memory management; Reduced order systems; Riccati equations; Sparse matrices; Lyapunov equations; Periodic discrete-time systems; Riccati equations; model reduction;
fLanguage
English
Publisher
ieee
Conference_Titel
European Control Conference (ECC), 2003
Conference_Location
Cambridge, UK
Print_ISBN
978-3-9524173-7-9
Type
conf
Filename
7085081
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