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基于广义随机Petri网的供应链建模与分析 被引量:24

Supply Chain Modeling and Analysis Based on Generalized Stochastic Petri Nets
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摘要 考察了基于广义随机Petri网的供应链建模与分析技术,在总结Petri网建立供应链模型优势的基础上,将广义随机Petri网(GSPN)的基本理论应用于供应链系统的建模和性能分析,利用GSPN与马尔可夫链的同构关系,采用Petri网与马尔可夫链理论相结合的供应链性能分析方法,为供应链性能的有效评估提供了理论依据,并通过实例验证,该方法可用于分析供应链模型的时间性能和运作效率,为供应链决策层提供参考. This paper studied dynamic modeling techniques for analyzing supply chain networks using generalized stochastic Petri nets (GSPN). The advantages of supply chain modeling using Petri net were summarized and then the theory of GSPN was applied to supply chain system modeling and analysis. By utilizing the equivalence relation between GSPN and Markov chain, a method of combining Petri net and Markov chain was used to analyze the performance of supply chain effectively. Finally, a case study was given to verify that this method can analyze the time-based performance and operation efficiency, and the results can be used as reference for decision-makers of suPPly chain.
作者 崔政东 刘晋
出处 《系统工程理论与实践》 EI CSCD 北大核心 2005年第12期18-24,共7页 Systems Engineering-Theory & Practice
基金 广东省自然科学基金(021352) 广东省"千百十工程"培养基金(Q02119)
关键词 供应链 广义随机PETRI网 马尔可夫链 性能分析 supply chain generalized stochastic petri net markov chain performance analysis
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参考文献7

  • 1N.R.Srinivassa Raghavan, N. Viswanadham. Performance analysis of supply chain networks using petri nets[A]. Preceedings of the 38th Cord'erence on Decision & Control[ C], Phoenix Arizona USA, December 1999.
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二级参考文献5

  • 1马士华.供应链管理[M].上海:三联书店,1999..
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