具有n阈值策略的GI/M/c队列分析

IF 2.3 2区 工程技术 Q3 ENGINEERING, INDUSTRIAL Quality Technology and Quantitative Management Pub Date : 2022-03-22 DOI:10.1080/16843703.2022.2046308
F. P. Barbhuiya, N. Kumar, U. C. Gupta
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引用次数: 4

摘要

摘要我们考虑一个由多个相同服务器和一个公共队列组成的无限缓冲区排队系统。客户进入系统遵循更新过程,而服务时间呈指数分布。服务器根据阈值策略提供服务,其中当系统变空时,所有服务器一起进入空闲状态,并且只有当客户累积在队列中时,它们才恢复服务。我们使用两种众所周知的方法,即补充变量和差分方程技术,对模型进行稳态分析,以评估系统内容在不同时期的概率分布。我们还获得了等待时间分布的拉普拉斯-斯蒂尔杰变换以及其他系统特性。为了获得最佳阈值,还对期望成本模型进行了公式化和数值处理。最后,通过一些数值例子,研究了模型参数对系统行为的影响,并讨论了模型的管理意义。
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Analysis of the GI/M/c queue with N-threshold policy
ABSTRACT We consider an infinite buffer queueing system consisting of multiple number of identical servers and a common queue. The customers’ arrival into the system follows renewal process, whereas the service time is exponentially distributed. The servers provide service according to threshold policy where all the servers together go to an idle state when the system becomes empty and they resume service only when customers are accumulated in the queue. We perform the steady-state analysis of the model using two well-known methods namely, supplementary variable and difference equation technique, to evaluate the probability distribution of the system-content at different epochs. We also obtain the Laplace-Stieltjes transform of waiting time distribution along with other system characteristics. The expected cost model is also formulated and dealt with numerically in order to obtain the optimum threshold value. Finally, with the help of certain numerical examples, the influence of model parameters on the system behavior is studied and the managerial implications of the model is discussed.
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来源期刊
Quality Technology and Quantitative Management
Quality Technology and Quantitative Management ENGINEERING, INDUSTRIAL-OPERATIONS RESEARCH & MANAGEMENT SCIENCE
CiteScore
5.10
自引率
21.40%
发文量
47
审稿时长
>12 weeks
期刊介绍: Quality Technology and Quantitative Management is an international refereed journal publishing original work in quality, reliability, queuing service systems, applied statistics (including methodology, data analysis, simulation), and their applications in business and industrial management. The journal publishes both theoretical and applied research articles using statistical methods or presenting new results, which solve or have the potential to solve real-world management problems.
期刊最新文献
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