需求和退货与供应中断相关环境下库存控制
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(山东大学控制科学与工程学院,济南250061)

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E-mail: Lshanzuo@163.com.

中图分类号:

F253.4;N945.12

基金项目:

国家重点研发计划项目(2019YFB1309503).


Inventory control under demands and returns dependent supply disruptions
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(School of Control Science and Engineering,Shandong University,Jinan 250061,China)

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    摘要:

    需求和退货与供应中断相关会引发库存剧烈波动,从而导致库存控制非常困难.在采用Markov调制Lévy过程描述库存水平变化条件下,利用水平穿越法、更新过程和鞅理论确定循环期望时间和费用函数,据此构建系统长程平均费用率模型.在此基础上,通过仿真实验研究需求(退货)与供应中断相关度对最优库存控制策略的影响,并分析不同中断和退货类型下最优控制策略的变化,从而为该环境下有效管理库存提供新启示.

    Abstract:

    Due to inventory fluctuating violently under demands and returns dependent supply disruptions, it is a very difficult problem to control the inventory effectively. Under the condition that the inventory level process represented as a Markov-modulated Lévy process, the expected cycle time and cost functions are developed by employing level crossing method, renewal process and martingale theories. Subsequently the functions are used to derive the long-run average cost rate model. Finally, the impact of the correlations between the demandsM(the returns) and the supply disruptions on the optimal inventory control policies is investigated, and the changes of the optimal policies under different disruption and return types are analyzed. Consequently, some new inventory-management insights are obtained.

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引用本文

娄山佐,荣学文.需求和退货与供应中断相关环境下库存控制[J].控制与决策,2021,36(4):1003-1009

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  • 在线发布日期: 2021-03-15
  • 出版日期: 2021-04-20
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