• DocumentCode
    3095481
  • Title

    Searching Candidate Lyapunov Function with Threshold Accepting Algorithm

  • Author

    Hamidi, Faiçal ; Abdelkrim, M. Naceur ; Houssem, J.

  • Author_Institution
    M.A.C.S., Ecole Nat. d´´Ing. de Gabes, Gabes, Tunisia
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    26
  • Lastpage
    31
  • Abstract
    Stability of nonlinear systems is a problem of fundamental importance in system engineering. Specifically, the computation of a Lyapunov function which presents one of the tools for study the stability of nonlinear systems. The objective of this work is to study the Lyapunov approaches of polynomial systems. These approaches have been investigated in order to develop numerical algorithms based on the synthesis of a polynomial Lyapunov functions. We proceed in two steps: Firstly, we exploit the Carle man linearization technique which allows achieving a linear system of infinite dimension. Secondly, we implement a Threshold Accepting Algorithm technique to determine a candidate Lyapunov Function. The increase in the degree of truncation of the equation of infinite dimensional of Lyapunov function allowing greater accuracy the theorem of Lyapunov´ stability. But it complicates the calculation and synthesis of the expression of the Lyapunov function. The proposed approach is applied to the well known systems.
  • Keywords
    Lyapunov methods; linear systems; nonlinear systems; polynomials; stability; Carleman linearization; Lyapunov stability; candidate Lyapunov function; infinite dimension; nonlinear system; numerical algorithm; polynomial Lyapunov function; polynomial system; threshold accepting algorithm; Asymptotic stability; Lyapunov methods; Nonlinear systems; Numerical stability; Simulated annealing; Stability criteria; Lyapunov Fuction; Stability; Threshold Accepting Algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence, Communication Systems and Networks (CICSyN), 2011 Third International Conference on
  • Conference_Location
    Bali
  • Print_ISBN
    978-1-4577-0975-3
  • Electronic_ISBN
    978-0-7695-4482-3
  • Type

    conf

  • DOI
    10.1109/CICSyN.2011.19
  • Filename
    6005670