• 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