• DocumentCode
    317358
  • Title

    Global optimization via multi-trajectory inertial system and chaos

  • Author

    Shimizu, Kiyotaka ; Sugata, Hiroyuki ; Hagino, Takurou

  • Author_Institution
    Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
  • Volume
    2
  • fYear
    1997
  • fDate
    27-29 Aug 1997
  • Firstpage
    262
  • Abstract
    The multi-trajectory inertial system is a new global optimization method where more than three searching trajectories by the inertial system run from their initial points simultaneously with mutual interactions among the trajectories. By the proposed model, we obtain chaotic trajectories that result in an effective method for global optimization. The trajectories are shown to be chaotic by use of the Lyapunov spectrum. The usefulness of the proposed method is demonstrated by simulation studies for various problems
  • Keywords
    Jacobian matrices; chaos; minimisation; search problems; Lyapunov spectrum; chaos; chaotic trajectories; global optimization; multi-trajectory inertial system; searching trajectories; Chaos; Differential equations; Friction; Gradient methods; Optimization methods; Potential energy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control of Oscillations and Chaos, 1997. Proceedings., 1997 1st International Conference
  • Conference_Location
    St. Petersburg
  • Print_ISBN
    0-7803-4247-X
  • Type

    conf

  • DOI
    10.1109/COC.1997.631339
  • Filename
    631339