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A New MRP Optimization Algorithm Based on Multi-Objective Genetic Evolution

机译:基于多目标遗传进化的MRP优化算法

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摘要

This paper takes integrated optimization of Material Requirements Planning (MRP) and Capacity Requirements Planning (CRP) as research intention,builds a novel multi-objective optimization algorithm of MRP and CRP based on genetic evolution, and designs the proper genetic operators which take the integrated configuration of productive requirement and resource requirement into account. Thereby, it is proved that the novel MRP algorithm based on genetic evolution is superior to the conventional MRP algorithm.
机译:本文以物料需求计划(MRP)和能力需求计划(CRP)的集成优化为研究目的,构建了基于遗传进化的新型MRP和CRP多目标优化算法,并设计了适当的遗传算子。配置生产需求和资源需求。由此证明,基于遗传进化的新型MRP算法优于传统的MRP算法。

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  • 来源
  • 会议地点 Chengdu(CN);Chengdu(CN)
  • 作者单位

    Department of Clinical Pharmacy,Graduate School of Biomedical Sciences,Nagasaki University,1-14 Bunkyo-machi,Nagasaki 852-8521,Japan;

    rnDepartment of Clinical Pharmacy,Graduate School of Biomedical Sciences,Nagasaki University,1-14 Bunkyo-machi,Nagasaki 852-8521,Japan;

    rnDepartment of Clinical Pharmacy,Graduate School of Biomedical Sciences,Nagasaki University,1-14 Bunkyo-machi,Nagasaki 852-8521,Japan;

    rnDepartment of Clinical Pharmacy,Graduate School of Biomedical Sciences,Nagasaki University,1-14 Bunkyo-machi,Nagasaki 852-8521,Japan;

    rnLumica Co.,65 Itogaura,Koga-city,Fukuoka 811-3136,Japan;

    rnDepartment of Clinical Pharmacy,Graduate School of Biomedical Sciences,Nagasaki University,1-14 Bunkyo-machi,Nagasaki 852-8521,Japan;

  • 会议组织
  • 原文格式 PDF
  • 正文语种
  • 中图分类 人工智能理论;
  • 关键词

    Genetic algorithm, Multi-objective MRP,CRP;

    机译:遗传算法,多目标MRP,CRP;

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