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分散决策供应链生产计划协同研究
引用本文:张翠华,范岩,于海斌,王养彬. 分散决策供应链生产计划协同研究[J]. 计算机集成制造系统, 2008, 14(8)
作者姓名:张翠华  范岩  于海斌  王养彬
作者单位:东北大学,工商管理学院,辽宁,沈阳,110004;中国科学院,沈阳自动化研究所,辽宁,沈阳,110003;东北大学,工商管理学院,辽宁,沈阳,110004;中国科学院,沈阳自动化研究所,辽宁,沈阳,110003
基金项目:国家自然科学基金,教育部跨世纪优秀人才培养计划
摘    要:为解决多级、多产品、分散供应链系统生产计划协同问题,提出了一种基于拉格朗日松弛算法的生产计划协同模型.在该模型中,建立每个企业独立的生产计划模型,使用拉格朗日松弛算法,松弛掉企业之间的物流平衡约束,将需要集中决策的供应链生产计划协同问题,分解为企业间分散的独立决策问题;运用次梯度算法对拉格朗日因子进行更新,通过反复迭代的优化过程实现生产计划协同.仿真实验表明,基于拉格朗日松弛算法的供应链协同对复杂供应链系统能够较好地逼近最优解,协同效果和收敛速度优于遗传算法.

关 键 词:供应链  协同规划  分散决策  生产计划  拉格朗日松弛算法

Collaborative production planning in distributed decision-making supply chain
ZHANG Cui-hua,FAN Yan,YU Hai-bin,WANG Yang-bin. Collaborative production planning in distributed decision-making supply chain[J]. Computer Integrated Manufacturing Systems, 2008, 14(8)
Authors:ZHANG Cui-hua  FAN Yan  YU Hai-bin  WANG Yang-bin
Affiliation:ZHANG Cui-hua1,2,FAN Yan1,YU Hai-bin2,WANG Yang-bin1(1.School of Business Administration,Northeastern University,Shenyang 110004,China,2.Shenyang Institute of Automation,the Chinese Academy of Sciences,Shenyang 110003,China)
Abstract:A Lagrange-relaxation algorithm based model was developed to solve the problem of collaborative production planning in distributed supply chain with multi-stage,multi-product characteristics.In this model,the independent production planning model was constructed for each enterprise.Lagrange-relaxation algorithm was used to relax the material flow balance constraints among different enterprises.Thus the integrated decision-making collaboration problem was divided into some independent decision-making issues ...
Keywords:supply chain  collaborative planning  distributed decision-making  production planning  Lagrange-relaxation algorithm  
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