Simulated Evolution法を用いた乗務員運用計画作成手法 Crew Operation Scheduling Using Simulated Evolution Method

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Since a crew operation scheduling problem is a large-scale combinatorial problem, only human experts can make schedule with trial and error in a long time by hand. Some mathematical approaches have been proposed to find optimum solution with expending huge time, but no effective approach has been presented to find constraint satisfaction solution in a short time for real world problems. We propose a new method for crew operation scheduling using simulated evolution. This method enables (1) making a crew operation scheduling by non-experts, (2) high-speed search of a feasible solution, (3) interactiveness for system and a user, (4) evaluate resource management. Users can make a high quality schedule for crew operations and take decision supports for resource management. This method can find feasible solutions in several minutes for middle scale real world problems that needs several days by human experts.

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 117(7), 808-814, 1997-07 

    The Institute of Electrical Engineers of Japan

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各種コード

  • NII論文ID(NAID)
    10002724769
  • NII書誌ID(NCID)
    AN10012320
  • 本文言語コード
    JPN
  • 資料種別
    ART
  • ISSN
    09136339
  • NDL 記事登録ID
    4248484
  • 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  CJP引用  NDL  J-STAGE 
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