Global optimization method using chaos in dissipative system

Tokumitu Fujita*, Takao Watanabe, Keiichiro Yasuda, Ryuichi Yokoyama

*この研究の対応する著者

    研究成果

    4 被引用数 (Scopus)

    抄録

    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.

    本文言語English
    ホスト出版物のタイトルIECON Proceedings (Industrial Electronics Conference)
    編集者 Anon
    Place of PublicationLos Alamitos, CA, United States
    出版社IEEE
    ページ817-822
    ページ数6
    2
    出版ステータスPublished - 1996
    イベントProceedings of the 1996 IEEE 22nd International Conference on Industrial Electronics, Control, and Instrumentation, IECON. Part 2 (of 3) - Taipei, Taiwan
    継続期間: 1996 8 51996 8 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

    • 電子工学および電気工学

    フィンガープリント

    「Global optimization method using chaos in dissipative system」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

    引用スタイル