具有事件依赖到达率的单服务器重试队列

A single server retrial queue with event-dependent arrival rates

Annals of Operations Research · 2023
被引 11
ABS 3

中文导读

研究了顾客到达率依赖于最近事件(如服务完成或顾客到达)的单服务器重试队列,推导了稳定性条件和稳态分布,并通过数值例子分析事件依赖的影响,最后求解了最优加入概率。

Abstract

Abstract In this work, we consider a novel single-server retrial queue with event-dependent arrival rates. Contrary to other related works, the primary customers’ arrival rates depend on the last realized event, which refers either to a departure, or to an arrival of either type, or to when a customer arrives during a busy period, compared with others. Our motivation stems from the modeling of service systems, in which the customers express their willingness to join the system based on the last realized event. We investigate the stability conditions, and derive the stationary distribution both at service completion epochs, and at an arbitrary epoch. We also study the asymptotic behaviour under high rate of retrials. Performance measures are explicitly derived, and extensive numerical examples are performed to investigate the impact of event-dependency. Moreover, constrained optimisation problems are formulated and solved with ultimate goal to derive optimal joining probabilities.

排队论运筹学服务系统建模计算机科学