Simulation-based constraint generation with applications to optimization of logistic system design

Susumi Morito, Jun Koida, Tsukasa Iwama, Masanori Sato, Yosiaki Tamura

    研究成果: Conference contribution

    5 被引用数 (Scopus)

    抄録

    We present in this paper a general framework for a combined optimization/simulation approach where constraints to be satisfied are identified from results of simulation evaluation of the proposed system alternative, and then these constraints are added to the optimization model for re-optimization. The proposed cutting-plane-like procedure is iterative and terminates when an 'optimal' solution of a mathematical program is obtained which passes all conditions of performance criteria set for simulation evaluation. A case of the real large-scale logistic system design is taken as an example, and the proposed approach is shown to work efficiently for the case, and looks promising for other problems especially in the field of logistics and scheduling.

    本文言語English
    ホスト出版物のタイトルWinter Simulation Conference Proceedings
    出版社IEEE
    ページ531-536
    ページ数6
    1
    出版ステータスPublished - 1999
    イベント1999 Winter Simulation Conference Proceedings (WSC) - Phoenix, AZ, USA
    継続期間: 1999 12 51999 12 8

    Other

    Other1999 Winter Simulation Conference Proceedings (WSC)
    CityPhoenix, AZ, USA
    Period99/12/599/12/8

    ASJC Scopus subject areas

    • 化学的な安全衛生
    • ソフトウェア
    • 安全性、リスク、信頼性、品質管理
    • 応用数学
    • モデリングとシミュレーション

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