Global optimization method using chaos in dissipative system

Tokumitu Fujita, Takao Watanabe, Keiichiro Yasuda, Ryuichi Yokoyama

    Research output: Chapter in Book/Report/Conference proceedingChapter

    4 Citations (Scopus)

    Abstract

    This paper proposes a new method for finding the global optimal solution of unconstrained nonlinear optimization problems. The proposed method takes advantage of chaotic behavior of the nonlinear dissipation system having both inertia term and nonlinear damping term. The time history of the system whose energy function corresponds to the objective function of the unconstrained optimization problem converges at the global minima of energy function of the system by means of appropriate control of parameters dominating occurrence of chaos. The effectiveness and feasibility of the proposed method are demonstrated on typical nonlinear optimization problems.

    Original languageEnglish
    Title of host publicationIECON Proceedings (Industrial Electronics Conference)
    Editors Anon
    Place of PublicationLos Alamitos, CA, United States
    PublisherIEEE
    Pages817-822
    Number of pages6
    Volume2
    Publication statusPublished - 1996
    EventProceedings of the 1996 IEEE 22nd International Conference on Industrial Electronics, Control, and Instrumentation, IECON. Part 2 (of 3) - Taipei, Taiwan
    Duration: 1996 Aug 51996 Aug 10

    Other

    OtherProceedings of the 1996 IEEE 22nd International Conference on Industrial Electronics, Control, and Instrumentation, IECON. Part 2 (of 3)
    CityTaipei, Taiwan
    Period96/8/596/8/10

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering

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  • Cite this

    Fujita, T., Watanabe, T., Yasuda, K., & Yokoyama, R. (1996). Global optimization method using chaos in dissipative system. In Anon (Ed.), IECON Proceedings (Industrial Electronics Conference) (Vol. 2, pp. 817-822). IEEE.