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| 不确定条件下供应链设施决策的鲁棒优化 | |
| 引用本文： | 张萍,陈幼平,周祖德,倪龙宇.不确定条件下供应链设施决策的鲁棒优化[J].武汉理工大学学报(信息与管理工程版),2008,30(5). |
| 作者姓名： | 张萍 陈幼平 周祖德 倪龙宇 |
| 作者单位： | 1. 华中科技大学,机械科学与工程学院,湖北,武汉,430074;武汉理工大学,机电工程学院,湖北,武汉,430070 2. 华中科技大学,机械科学与工程学院,湖北,武汉,430074 3. 武汉理工大学,机电工程学院,湖北,武汉,430070 |
| 基金项目： | 湖北省国际科技合作重点基金 |
| 摘 要： | 针对供应链设施决策问题,包括设施的位置、能力以及供给和需求的分配,考虑不确定的市场需求和成本费用,建立了鲁棒优化模型,使用情景分析法对不确定性参数进行了描述.设计了一种基于二进制映射模式染色体编码的混合遗传算法来求解鲁棒优化模型.算例仿真表明,利用鲁棒优化模型进行供应链网络设计,系统误差减小,系统呈现出对不确定因素的不敏感性. |
| 关 键 词： | 供应链设施决策 不确定环境 鲁棒优化 混合遗传算法 |
Robust Optimization of the Supply Chain Establishment Decision under Uncertain Conditions |
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| ZHANG Ping,CHEN Youping,ZHOU Zude,NI Longyu.Robust Optimization of the Supply Chain Establishment Decision under Uncertain Conditions[J].Journal of Wuhan University of Technology(Information & Management Engineering),2008,30(5). | |
| Authors: | ZHANG Ping CHEN Youping ZHOU Zude NI Longyu |
| Affiliation: | ZHANG Ping,CHEN Youping,ZHOU Zude,NI LongyuZHANG Ping: Assoc.Prof.,School of Mechanical Science & Engineering,HUST,Wuhan 430070,China. |
| Abstract: | The problem of the supply chain establishment decision in uncertain environment was considered,which includes location,capacity and the distribution of supply and demand.A robust optimization model was proposed to deal with the uncertain market demands and uncertain cost that are denoted as a number of discrete scenarios with known probabilities.A mixed Integer Genetic Algorithm(MIGA) based on the binary map mode of chromosome encoding was presented to solve the robust optimization model.The result of a sim... |
| Keywords: | decision of supply chain establishment uncertain environment robust optimization mixed integer genetic algorithm |
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