• DocumentCode
    416862
  • Title

    Global optimization method using chaos of discrete inertial gradient dynamics

  • Author

    Masuda, Kohji ; Aiyoshi, E.

  • Author_Institution
    Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
  • Volume
    3
  • fYear
    2003
  • fDate
    4-6 Aug. 2003
  • Firstpage
    3353
  • Abstract
    In this paper, the optimization method based on "the chaotic annealing" applied to the trajectories generated in the discrete model of the inertial gradient dynamics is proposed. The new inertial gradient model is superior in: the easiness in the initial state configuration, and the assurance of the convergence to local optima. The efficiency is demonstrated through numerical simulations.
  • Keywords
    chaos; gradient methods; optimisation; chaotic annealing; discrete inertial gradient dynamics; global optimization method; initial state configuration; local optima;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2003 Annual Conference
  • Conference_Location
    Fukui, Japan
  • Print_ISBN
    0-7803-8352-4
  • Type

    conf

  • Filename
    1323927
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=416862