Algorithms of Container Loading Based on Combination of Knowledge and Optimization

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  • Hanzawa Koki
    Graduate School of Systems and Information Engineering University of Tsukuba
  • Hamasuna Yukihiro
    Graduate School of Systems and Information Engineering University of Tsukuba
  • Miyamoto Sadaaki
    Graduate School of Systems and Information Engineering University of Tsukuba
  • Endo Yasunori
    Graduate School of Systems and Information Engineering University of Tsukuba

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Other Title
  • 知識と最適化の融合による貨物積み付けのアルゴリズム
  • チシキ ト サイテキ カ ノ ユウゴウ ニ ヨル カモツ ツミ ズケ ノ アルゴリズム

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Container loading problems have been studied as optimization problems for packing many boxes on containers by taking account of safety, availability of capacity and easiness of carrying in and out. In this paper, A family of automatic container loading problems is studied and algorithms are proposed. The algorithms are constructed with metaheuristics and include flat or vertical loading schemes, loading efficiency, stability of loaded objects, and computational requirement.Commonsense and expert knowledge incorporation is moreover considered to combine with metaheuristics. Some numerical examples are given.

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