Title :
Perron-Frobenius theorem and invariant sets in linear systems dynamics
Author :
Matcovschi, Mihaela-Hanako ; Pastravanu, Octavian
Author_Institution :
Tech. Univ. "Gh. Asachi" of Iasi, Iasi
Abstract :
The paper explores the connections between the Perron-Frobenius (PF) theory and the flow-invariant sets with respect to the dynamics of linear systems. Our analysis includes both discrete-and continuous-time systems, and the results are separately formulated for linear dynamics generated by the following types of matrices: (i) (essentially) nonnegative and irreducible or (essentially) positive, (ii) (essentially) nonnegative and reducible. For both cases we show how the PF eigenvalue and right and left PF eigenvectors are related to invariant sets defined for any Holder p-norm (1 les p les infin ).
Keywords :
continuous time systems; discrete time systems; eigenvalues and eigenfunctions; linear systems; matrix algebra; set theory; PF eigenvalue; PF eigenvectors; Perron-Frobenius theorem; continuous-time systems; discrete-time systems; flow-invariant sets; linear systems dynamics; Eigenvalues and eigenfunctions; Informatics; Information analysis; Instruments; Linear algebra; Linear matrix inequalities; Linear systems; Lyapunov method; State-space methods;
Conference_Titel :
Control & Automation, 2007. MED '07. Mediterranean Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-1282-2
Electronic_ISBN :
978-1-4244-1282-2
DOI :
10.1109/MED.2007.4433731