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考虑供应链风险和绩效的供应商选择的模糊动态非线性多目标规划模型    

Fuzzy Dynamic Non-linear Multiple Objective Model for Supplier Selection with Supply Chain Visibility and Risk

文献类型:期刊文献

中文题名:考虑供应链风险和绩效的供应商选择的模糊动态非线性多目标规划模型

英文题名:Fuzzy Dynamic Non-linear Multiple Objective Model for Supplier Selection with Supply Chain Visibility and Risk

作者:陈浩东[1];王志平[2]

第一作者:陈浩东

机构:[1]河南财经政法大学电子商务与物流管理学院;[2]大连海事大学交通运输管理学院

第一机构:河南财经政法大学电子商务与物流管理学院

年份:2018

卷号:27

期号:4

起止页码:50-56

中文期刊名:运筹与管理

外文期刊名:Operations Research and Management Science

收录:CSTPCD;;国家哲学社会科学学术期刊数据库;北大核心:【北大核心2017】;CSSCI:【CSSCI_E2017_2018】;CSCD:【CSCD2017_2018】;

基金:河南财经政法大学重大科研项目(跨境电子商务与跨境物流协同发展研究)

语种:中文

中文关键词:动态供应商选择;非线性多目标规划;供应链绩效;供应链风险;模糊集理论

外文关键词:dynamic supplier selection; non-linear muhiple objective programming; supply chain visibility; supply chain risk; fuzzy sets theory

摘要:基于供应链风险和供应链绩效的模糊性和供应商选择问题的动态性,本文考虑供应链风险和供应链绩效作为模糊变量,讨论如何给生产商一个满意的动态多目标供应商选择方案,确定供应链风险和总成本最小,以及供应链绩效最大。然后对该问题提出了一个动态多目标多产品供应商选择模型,该模型是首次同时考虑供应商选择,订单分配,供应链风险和供应链绩效的一个模糊动态非线性多目标规划模型。为了去模糊化和求解该模型,给出了一个风险和绩效的模糊评估法。最后给出一个数值算例验证了该模型的可行性,为决策者选择供应商提供了理论依据。
Based on fuzzy in nature on supply chain visibility (SCV) and supply chain risk (SCR) and dynamic on supplier selection problem, and considering SCV and SCR for fuzzy parameters, this paper discusses how to come up with a satisfying proposal on dynamic supplier selection and how to minimize SCR and tutal cost,maximize SCV. And then a fuzzy dynamic non-linear multi -objective model for supplier selection with supply chain visibility and risk is proposed, and to our knowledge, this model is the first effort to consider supplier selection, order allocation, SCR and SCV, simuhaneously. In order to defuzzify and solve this fuzzy model, a fuzzy approach of risk and visibility evaluation is proposed. Finally a numerical example is illustrated to show that the proposed model is feasible and effective, and the analysis of this model provides the theory basis for the vendor selection.

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