• DocumentCode
    2259239
  • Title

    Computing the domain of attraction for polynomial systems via BMI optimization method

  • Author

    Tibken, Bernd ; Fan, Youping

  • Author_Institution
    Fac. of Electr., Inf. & Media Eng., Wuppertal Univ.
  • fYear
    2006
  • fDate
    14-16 June 2006
  • Abstract
    Concerning a time-invariant, autonomous and polynomial system, we propose a new approach to estimate the domain of attraction (DOA) around an asymptotically stable equilibrium. Special emphasis is laid on elaborating the connections between modern results of real algebraic geometry and Lyapunov´s stability theory, namely between the positive definite polynomials and the direct method of Lyapunov. The estimation problem can thereby be reduced to solving a sequence of low non-convexity-rank bilinear matrix inequalities (BMI) optimization problems. The BMI problem enables the calculation of the inner approximation to the relevant region of the DOA. We illustrate the presented approach with an example
  • Keywords
    Lyapunov methods; algebra; asymptotic stability; computational geometry; linear matrix inequalities; optimisation; polynomial approximation; BMI optimization; Lyapunov stability theory; asymptotically stable equilibrium; autonomous system; domain of attraction; estimation problem; nonconvexity-rank bilinear matrix inequalities; polynomial system; real algebraic geometry; time-invariant system; Direction of arrival estimation; Geometry; Linear matrix inequalities; Lyapunov method; Optimization methods; Polynomials; Shape; Stability; Symmetric matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2006
  • Conference_Location
    Minneapolis, MN
  • Print_ISBN
    1-4244-0209-3
  • Electronic_ISBN
    1-4244-0209-3
  • Type

    conf

  • DOI
    10.1109/ACC.2006.1655340
  • Filename
    1655340