• DocumentCode
    2892331
  • Title

    Nonlinear Dynamic Systems and Application to Lorenz Equation

  • Author

    Li, Guo-dong ; Chen, De-gang ; Zhao, Zhen-Yu ; Ye, Zhen-jun

  • Author_Institution
    Sch. of Math. & Phys., North China Electr. Power Univ., Beijing
  • fYear
    2006
  • fDate
    13-16 Aug. 2006
  • Firstpage
    2093
  • Lastpage
    2096
  • Abstract
    We present the concept of the complexity radii of nonlinear dynamic system (NDS) with linear perturbations. In this paper we improve the algorithm of the complexity radii. As a "robust measure" of dynamic complexity of NDS, the complexity radii provide the tolerated parameter perturbation values of NDS without losing its dynamic complexity. As an application, the real complexity radii of Lorenz equation have been calculated. Numeric simulation results showed that the perturbed Lorenz equation still generates strange attractor if the norms of the corresponding parameter perturbation matrices were less that the complexity radii of the Lorenz equation
  • Keywords
    computational complexity; equations; nonlinear dynamical systems; perturbation techniques; stability; Lorenz equation; dynamic complexity radii; linear perturbations; nonlinear dynamic systems; parameter perturbation matrices; Cybernetics; Energy management; Jacobian matrices; Linear systems; Machine learning; Mathematics; Nonlinear dynamical systems; Nonlinear equations; Numerical simulation; Physics; Piecewise linear techniques; Power system management; Robust stability; Robustness; Complexity radius; nonlinear system; strange attractor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2006 International Conference on
  • Conference_Location
    Dalian, China
  • Print_ISBN
    1-4244-0061-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2006.258349
  • Filename
    4028409