• CN:11-2187/TH
  • ISSN:0577-6686

›› 2005, Vol. 41 ›› Issue (6): 174-180.

• 论文 • 上一篇    下一篇

多目标的供应链集成优化及数值仿真

马雪芬;孙树栋   

  1. 上海水产大学海洋学院;西北工业大学系统集成与工程管理研究所
  • 发布日期:2005-06-15

MULTI-OBJECTIVE OPTIMIZATION AND SIMULATION OF SUPPLY CHAIN

Ma Xuefen;Sun Shudong   

  1. Ocean College, Shanghai Fisheries University System Integration and Engineering Management Institute, Northwest Polytechnical University
  • Published:2005-06-15

摘要: 针对供应链设计中的供应链优化这个关键问题,建立了一个多目标的供应链集成优化模型。该模型将供应链三个层次的优化内容集成在一起进行优化,采用成本、柔性、客户服务水平以及向用户承诺的产品交付时间四个度量指标。针对多目标优化模型,提出了一种改进的多群体遗传算法。最后,利用一个具体实例进行了数值仿真。

关键词: 多目标, 仿真, 供应链, 遗传算法, 优化

Abstract: The optimization of supply chain is studied. A multi-objective model is constructed, which simultaneously optimizing collaborative enterprises, strategic and operational planning. Moreover, in the model, multi-objective analysis is adopted to allow use of a performance measurement system that includes cost, flexibility, customer service levels and delivery time of products. Furthermore, a improved multi- population pareto genetic algorithm is designed for the model. Finally, the model is illustrated by an example and the simulation result is obtained.

Key words: Genetic algorithm, Multi-objective, Optimization, Simulation, Supply chain

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