| 多目标的供应链集成优化及数值仿真 |
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| 引用本文： | 马雪芬,孙树栋. 多目标的供应链集成优化及数值仿真[J]. 机械工程学报, 2005, 41(6): 174-180 |
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| 作者姓名： | 马雪芬 孙树栋 |
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| 作者单位： | 1. 上海水产大学海洋学院,上海,200090
2. 西北工业大学系统集成与工程管理研究所,西安,710072 |
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| 基金项目： | 国家863／CIMS主题基金资助项目(2002AA414060)。 |
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| 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。
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| 关 键 词： | 供应链 多目标 优化 遗传算法 仿真 |
| 修稿时间： | 2004-06-14 |
MULTI-OBJECTIVE OPTIMIZATION AND SIMULATION OF SUPPLY CHAIN |
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| Ma Xuefen,Sun Shudong. MULTI-OBJECTIVE OPTIMIZATION AND SIMULATION OF SUPPLY CHAIN[J]. Chinese Journal of Mechanical Engineering, 2005, 41(6): 174-180 |
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| Authors: | Ma Xuefen Sun Shudong |
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| 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. |
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| Keywords: | Supply chain Multi-objective Optimization Genetic algorithm Simulation |
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