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计算机工程

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两级供应链联合成本三角模糊需求随机过程模型

石云 1,陈钟 2,孙国营 1,秦鹏 1   

  1. (1.六盘水师范学院 计算机科学与信息技术系,贵州 六盘水 553004; 2.北京大学 信息科学技术学院,北京 100871)
  • 收稿日期:2016-03-31 出版日期:2017-05-15 发布日期:2017-05-15
  • 作者简介:石云(1971—),女,副教授、硕士,主研方向为智能算法、数据挖掘;陈钟,教授、博士、博士生导师;孙国营,助教、硕士;秦鹏,讲师、硕士。
  • 基金资助:
    贵州省科技厅科学技术基金(黔科合LH字[2015]7606号)。

Joint Cost-based Triangular Fuzzy Demand Stochastic Process Model for Two-level Supply Chain

SHI Yun  1,CHEN Zhong  2,SUN Guoying  1,QIN Peng  1   

  1. (1.Department of Computer Science and Information Technology,Liupanshui Normal University,Liupanshui,Guizhou 553004,China; 2.School of Electronics Engineering and Computer Science,Peking University,Beijing 100871,China)
  • Received:2016-03-31 Online:2017-05-15 Published:2017-05-15

摘要: 根据影响两级供应链系统库存控制及决策过程的随机与模糊特性,基于联合成本提出两级供应链三角模糊需求随机过程模型。对两级供应链系统进行研究,给出其联合成本优化模型。针对交货时间和需求率的模糊特性,分情况利用三角模糊函数设计缺货数量模糊模型,基于此对两级供应链联合成本优化模型进行改进,建立三角模糊需求随机过程模型,并给出该模型的求解过程。通过模型参数敏感性实验以及算法对比实验,验证了所提模糊随机过程模型的有效性。

关键词: 两级供应链, 模糊需求, 交货时间, 需求率, 随机过程

Abstract: According to the stochastic and fuzzy features of inventory control and decision-making process of the two-level supply chain system,this paper proposes a joint cost-based triangular fuzzy demand stochastic process model for two-level supply chain.Firstly,a two-level supply chain system is studied and the joint cost optimization model is presented.Secondly,according to the fuzzy characteristics of delivery time and demand rate,the backorder quantity fuzzy model is designed based on the triangular fuzzy function considering different cases.By using it,the two-level supply chain cost optimization model is improved to establish the triangular fuzzy stochastic demand process model,and then the model of solving process is given.Finally,the validity of the proposed fuzzy stochastic process model is verified by model parameters sensitivity experiment and comparative experiment.

Key words: two-level supply chain, fuzzy demand, delivery time, demand rate, stochastic process

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