Global optimization method using chaos in dissipative system

Tokumitu Fujita, Keiichiro Yasuda, Ryuichi Yokoyama

    Research output: Contribution to journalArticle

    4 Citations (Scopus)

    Abstract

    A new approach called the global optimization method for the unconstrained nonlinear optimization problem is presented. This method has chaos introduced into its system and is based on the dissipative system where the inertia term and nonlinear damping term are added to the conventional gradient method. Generation of chaos can be controlled by adjusting the characteristics of the nonlinear damping term. Overriding the energy function barrier between the local minima has the process converging to the global optimal solution.

    Original languageEnglish
    Pages (from-to)64-75
    Number of pages12
    JournalElectronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi)
    Volume78
    Issue number1
    Publication statusPublished - 1995 Jan

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    Global optimization
    Chaos theory
    Damping
    Gradient methods

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering

    Cite this

    Global optimization method using chaos in dissipative system. / Fujita, Tokumitu; Yasuda, Keiichiro; Yokoyama, Ryuichi.

    In: Electronics and Communications in Japan, Part III: Fundamental Electronic Science (English translation of Denshi Tsushin Gakkai Ronbunshi), Vol. 78, No. 1, 01.1995, p. 64-75.

    Research output: Contribution to journalArticle

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