FMS Scheduling Using Fuzzy Inference-guided Beam Search

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This paper proposes a beam search based FMS scheduling system where the evaluation function is adaptively selected throughout the scheduling period by utilizing a fuzzy inference based procedure. The proposed procedure is specially designed for dynamic production environments, where the conditions change frequently. In the proposed method, the performance of beam search with different evaluation functions is studied with varying production conditions. Environmental variables are then used to detect those environment changes, as input to the fuzzy inference system. The fuzzy inference will thereupon attribute preference levels to the evaluation functions, according to their adequacy to the current environment. The scheduling is made using partitioned combination of the evaluation functions. In order to verify the validity of the proposed method, an application to FMS scheduling is presented.

収録刊行物

  • 電気学会論文誌. D, 産業応用部門誌 = The transactions of the Institute of Electrical Engineers of Japan. D, A publication of Industry Applications Society  

    電気学会論文誌. D, 産業応用部門誌 = The transactions of the Institute of Electrical Engineers of Japan. D, A publication of Industry Applications Society 118(10), 1127-1138, 1998-10 

    The Institute of Electrical Engineers of Japan

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各種コード

  • NII論文ID(NAID)
    10002727275
  • NII書誌ID(NCID)
    AN10012320
  • 本文言語コード
    ENG
  • 資料種別
    ART
  • ISSN
    09136339
  • NDL 記事登録ID
    4565933
  • NDL 雑誌分類
    ZN31(科学技術--電気工学・電気機械工業)
  • NDL 請求記号
    Z16-1608
  • データ提供元
    CJP書誌  NDL  J-STAGE 
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