淡江大學機構典藏:Item 987654321/68614
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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/68614


    Title: The new efficient hierarchy combination encoding method of evolution strategies for production allocation problems
    Authors: Hou, Young-chang;Chang, Ying-hua
    Contributors: 淡江大學資訊管理學系
    Keywords: The new hierarchy encoding method;Evolution strategies;Production allocation problems
    Date: 2002-09
    Issue Date: 2011-10-23 13:19:29 (UTC+8)
    Publisher: Elsevier
    Abstract: The production allocation problem focuses on allocating the output of individual plants in a multinational company among markets. The production allocation model aims to minimize the costs of a multinational company subject to the capacity constraints and market demand. This study applies evolution strategies to solve the production allocation problem. We proposed a new efficient encoding method, which can significantly reduce the search space of solutions and obtain a high performance and optimal solutions. To avoid invalid chromosome happened during evolution strategies procedures, a specialized mutation operation is simultaneously proposed herein. Computational results indicate that the efficient combination encoding of evolution strategies performs very well. Our results further demonstrate that the solutions obtained by this approach are always efficient.
    Relation: Computers and Industrial Engineering 43(3), pp.577-589
    DOI: 10.1016/S0360-8352(02)00126-2
    Appears in Collections:[Graduate Institute & Department of Information Management] Journal Article

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