• DocumentCode
    1834496
  • Title

    Global optimization using chaotic multi-trajectory inertial system

  • Author

    Shimizu, Kiyotaka ; Sugata, Hiroyuki ; Hagino, Takurou

  • Author_Institution
    Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
  • Volume
    4
  • fYear
    1997
  • fDate
    12-15 Oct 1997
  • Firstpage
    3942
  • Abstract
    The paper is concerned with a global optimization method using multi trajectory inertial system in which more than three searching trajectories run simultaneously from their individual initial points with mutual interactions of linear springs. The proposed model generates chaotic trajectories that result in an effectiveness for global optimization, because the so called chaotic wandering contributes to searching global optima. The usefulness of the model is demonstrated by simulation studies for various problems
  • Keywords
    chaos; inertial navigation; inertial systems; position control; search problems; chaotic multi trajectory inertial system; chaotic trajectories; chaotic wandering; global optima searching; global optimization method; linear springs; mutual interactions; searching trajectories; simulation studies; Chaos; Convergence; Differential equations; Friction; Gradient methods; Optimization methods; Potential energy; Springs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-4053-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.1997.633287
  • Filename
    633287