具有更新需求和正交货期的随机排队库存系统

M. Keerthana, N. Saranya, B. Sivakumar
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引用次数: 11

摘要

本文分析了一个具有服务设施的随机库存系统。这是Yadavalli等人(2008)的延伸工作,包括积极的交货时间。客户根据续订流程到达,需要的物品在执行指数分布的服务时间后交付给客户。采用(s, s)型订货策略,交货时间呈指数分布。导出了系统中顾客数量和库存水平在到达时刻和任意时间点的平稳概率分布。计算了稳态下的一些系统性能指标,并利用这些系统性能指标计算了长期预期成本率。由于长期期望成本率高度复杂,采用混合整数分布蚁群算法求解其最优值。本文还进行了灵敏度分析,以说明参数和成本对最优值的影响。[收稿日期:2018年12月13日;录用日期:2019年10月10日]
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A stochastic queueing - inventory system with renewal demands and positive lead time
This article analyses a stochastic inventory system with a service facility. This is an extended work of Yadavalli et al. (2008) by including the positive lead time. The customer arrives according to a renewal process and demanded item is delivered to the customer after performing an exponentially distributed service time. An (s, S) type ordering policy is adopted with exponentially distributed lead times. The stationary probability distribution for number of customers in the system and inventory level at arrival epoch and at arbitrary time point are derived. Some system performance measures in the steady state are computed and using these system performance measures the long-run expected cost rate is calculated. Since the long run expected cost rate is highly complex, the mixed integer distributed ant colony optimisation is used to obtain the optimal values. A sensitivity analysis to illustrate the effects of parameters and cost on the optimal values is also carried out in this work. [Received: 13 December 2018; Accepted: 10 October 2019]
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