DocumentCode
1293160
Title
Invariance Principles Allowing of Non-Lyapunov Functions for Estimating Attractor of Discrete Dynamical Systems
Author
Ge, Tian ; Lin, Wei ; Feng, Jianfeng
Author_Institution
Sch. of Math. Sci. & the Centre for Comput. Syst. Biol., Fudan Univ., Shanghai, China
Volume
57
Issue
2
fYear
2012
Firstpage
500
Lastpage
505
Abstract
This technical note establishes several versions of invariance principles for describing the eventual dynamical behaviors of discrete dynamical systems. Instead of the requirement of the so-called Lyapunov functions in the classical LaSalle invariance principle, some more relaxed conditions are imported. The established invariance principles thus can be applied to a more general class of discrete dynamical systems for classifying their orbits into two categories based on the eventual dynamical behaviors, and the proposed classification scheme is suitable for theoretically and numerically estimating the local or global attractors produced by the discrete dynamical systems. The practical usefulness of the analytical results is verified by systematically investigating several representative discrete systems.
Keywords
Lyapunov methods; discrete systems; invariance; pattern classification; time-varying systems; LaSalle invariance principle; classification scheme; discrete dynamical systems; nonLyapunov functions; Chaos; Couplings; Estimation; Logistics; Lyapunov methods; Orbits; Synchronization; Chaotic strange attractor; Omega limit set; discrete dynamical system; invariance principle; synchronization;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2011.2164013
Filename
5978194
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