A generic modeling framework for queueing-inventory systems with a single removable server

Fong-Fan Wang
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引用次数: 5

Abstract

In this article, we use a quasi-birth-and-death (QBD) modeling approach to model queueing-inventory systems with a single removable server. We consider both finite and infinite queueing capacities. Breakdowns and start-up times are also taken into account. All stochastic times are allowed to be general distributions except for the breakdown intervals, which are assumed to be exponential. The general distributions are approximated by phase type representations, resulting in the matrix-algebraic approach to derive the probability vector of the queue length. Some performance measures of interest are obtained by using both hybrid and standard procedures to solve the proposed QBD models. An optimal control policy based on a two-critical number approach using some convexity properties is proposed and its validity is verified through extensive numeric studies.
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用于具有单个可移动服务器的排队库存系统的通用建模框架
在本文中,我们使用准生与死(QBD)建模方法对具有单个可移动服务器的排队库存系统进行建模。我们同时考虑有限和无限的排队能力。故障和启动时间也被考虑在内。所有随机时间都允许是一般分布,除了假定击穿间隔是指数分布。一般分布近似于相位类型表示,导致矩阵-代数方法来导出队列长度的概率向量。通过使用混合和标准程序来求解所提出的QBD模型,获得了一些感兴趣的性能度量。提出了一种基于双临界数方法的最优控制策略,利用一些凸性,并通过大量的数值研究验证了其有效性。
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