数学物理学报 ›› 2021, Vol. 41 ›› Issue (1): 269-288.

• 论文 • 上一篇    

$D$-策略控制下服务员单重休假且休假不中断的$M$/$G$/1排队系统分析

刘琼琳,唐应辉*()   

  1. 四川师范大学数学科学学院 成都 610068
  • 收稿日期:2020-02-08 出版日期:2021-02-26 发布日期:2021-01-29
  • 通讯作者: 唐应辉 E-mail:tangyh@sicnu.edu.cn
  • 基金资助:
    国家自然科学基金(71571127)

Analysis of $M$/$G$/1 Queueing System for Single Server Vacation Without Interruption Under the Control of $D$-Policy

Qionglin Liu,Yinghui Tang*()   

  1. School of Mathematics and Software Science, Sichuan Normal University, Chengdu 610068
  • Received:2020-02-08 Online:2021-02-26 Published:2021-01-29
  • Contact: Yinghui Tang E-mail:tangyh@sicnu.edu.cn
  • Supported by:
    the NSFC(71571127)

摘要:

该文研究在$D$ -策略控制下服务员单重休假且休假不中断的$M/G/1$排队系统,其中当服务员休假结束归来时,如果系统中等待服务的顾客所需的总服务时间之和不小于事先给定的正数阀值$D$,服务员就立即开始服务.运用全概率分解技术、更新过程理论和拉普拉斯变换工具,本文在任意初始状态下讨论了队长的瞬态分布,导出了队长瞬态分布的拉普拉斯变换的表达式和稳态队长分布的递推表达式.同时给出了稳态队长的随机分解结构、附加队长分布的显示表达式.进一步借用稳态队长分布$\left\{ {{p}_{j}},j=0,1,2,\cdots \right\}$,讨论了系统容量的优化设计,并阐述了稳态队长分布对系统容量优化设计所起的重要作用.最后,在建立费用模型的基础上,导出了系统在长期单位时间内期望费用的显示表达式,并通过数值实例不仅确定了使系统在长期单位时间内的期望费用最小的控制策略${{D}^{*}}$,而且还得到了当休假时间长度为固定时长$T(>0)$时系统的联合控制策略$({{T}^{*}},{{D}^{*}})$.

关键词: D-策略, 单重休假且休假不中断, 全概率分解技术, 系统容量设计, 最优控制策略

Abstract:

This paper studies the $M/G/1$ queueing system for single server vacation without interruption under the control of $D$-policy, in which when the server is transferred on vacation, the server starts service immediately if the total service times of waiting customers is no less than a given positive threshold $D$. Applying the total probability decomposition technique, renewal theory and the Laplace transform tool, the transient queue length distribution from any initial state is discussed. Both the expressions of the Laplace transformation of the transient queue length distribution and the recursive expressions of the steady-state queue length distribution are derived. Meanwhile, the stochastic decomposition structure of the steady-state queue length and the explicit expression of the additional queue distribution are displayed. Furthermore, by employing the steady-state queue length distribution $\left\{ {{p}_{j}}, j=0, 1, 2, \cdots \right\}$, we discuss the optimization design of the system capacity and illustrate the important effect of the steady-state queue length distribution. Finally, the explicit expression of the long-run expected cost rate is derived under a given cost structure. And by numerical calculation, we determine the optimal control policy ${{D}^{*}}$ for minimizing the long-run expected cost per unit time as well as the combined control strategy $({{T}^{*}}, {{D}^{*}})$ when the vacation time is fixed duration $T(>0)$.

Key words: D-Policy, Single vacation without interruption, Total probability decomposition technique, System capacity design, Optimal control policy

中图分类号: 

  • O213.2