淡江大學機構典藏:Item 987654321/46181
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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/46181


    Title: A self-generating method for fuzzy system design
    Authors: 翁慶昌;Wong, Ching-chang;Her, Shyang-ming
    Contributors: 淡江大學電機工程學系
    Keywords: Fuzzy system design;Genetic algorithms
    Date: 1999-04-01
    Issue Date: 2010-03-26 21:09:38 (UTC+8)
    Publisher: Elsevier
    Abstract: In this paper, a self-generating method based on genetic algorithms is proposed to automatically construct a fuzzy system. A parameter structure of fuzzy system is presented along with a fuzzy set elimination method, which enables the self-generating method not only to determine an appropriate fuzzy system with a high performance but also to favor the selected system with fewer fuzzy rules. An inverted pendulum control and a system modeling problem are utilized respective to illustrate the efficiency of the proposed method in the fuzzy system design.
    Relation: Fuzzy sets and systems 103(1), pp.13-25
    DOI: 10.1016/S0165-0114(97)00189-9
    Appears in Collections:[Graduate Institute & Department of Electrical Engineering] Journal Article

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