• DocumentCode
    2671984
  • Title

    A Matlab tool for regions of attraction estimation via numerical algebraic geometry

  • Author

    Demenkov, Max

  • Author_Institution
    Inst. of Control Sci., Moscow, Russia
  • fYear
    2015
  • fDate
    2-6 Feb. 2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    For a locally stable polynomial dynamical system its region of attraction can be estimated by a polynomial Lyapunov function level set. We formulate this problem in terms of global minimization of a polynomial function over single polynomial constraint. We describe a simple Matlab tool, which employs numerical algebraic geometry methods for computing all local solutions of the optimization problem and therefore its global solution.
  • Keywords
    Lyapunov methods; mathematics computing; minimisation; optimisation; polynomials; Matlab tool; attraction estimation; global minimization; locally stable polynomial dynamical system; numerical algebraic geometry; optimization problem; polynomial Lyapunov function level set; polynomial constraint; polynomial function; Estimation; Geometry; Lyapunov methods; MATLAB; Numerical stability; Optimization; Polynomials;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechanics - Seventh Polyakhov's Reading, 2015 International Conference on
  • Conference_Location
    Saint Petersburg
  • Type

    conf

  • DOI
    10.1109/POLYAKHOV.2015.7106722
  • Filename
    7106722