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基于本体与多Agent的可靠供应链网络设计模型

Reliable supply chain network design model based on ontology and multi-Agent

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【作者】 陈成薛恒新张庆民

【Author】 CHEN Cheng1,XUE Heng-xin1,ZHANG Qing-min2(1.School of Economics & Management,Nanjing University of Science & Technology,Nanjing 210094,China;2.School of Management Science & Engineering,Nanjing University of Finance & Economics,Nanjing 210046,China)

【机构】 南京理工大学经济管理学院南京财经大学管理科学与工程学院

【摘要】 针对供应链环境下的分布性、不确定性和动态性特征,基于本体与多Agent技术,构建了一种集成多种智能算法的可靠供应链网络设计模型。通过服务本体实现成员企业服务发布与发现,通过工作流本体实现订单任务动态分解,综合采用投招标策略和可靠性优化策略,实现可靠供应链网络的最优设计。其中,优化Agent由投标企业可靠性评估机制、目标可靠性预测机制以及基于可靠性的任务分配机制构成。通过一个应用实例验证了系统的可行性与有效性。

【Abstract】 With respect to distributed,dynamic and uncertain factors in supply chain environment,a reliable supply chain network design model based on ontology and multi-Agent technology was proposed.Service publication and discovery of the member enterprises were realized by the service ontology,the order task was dynamically decomposed by the workflow ontology.By the tendering-bidding policy and reliability optimization strategy,the optimal design of reliable supply chain network was realized.The optimization Agent consisted of three mechanisms,the evaluation mechanism of bidding enterprise’s reliability,the forecast mechanism of target reliability,and the reliability-based task allocation mechanism.Finally,an application illustrated the system’s feasibility and validity.

【基金】 国家自然科学基金资助项目(70772036)~~
  • 【文献出处】 计算机集成制造系统 ,Computer Integrated Manufacturing Systems , 编辑部邮箱 ,2011年01期
  • 【分类号】F274;TP18
  • 【被引频次】25
  • 【下载频次】766
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