In this paper, we discuss an interesting but challenging bilateral stochastically matching problem: A more general matched queue with matching batch pair (m, n) and two types (i.e., types A and B) of impatient customers, where the arrivals of A- and B-customers are both Poisson processes, m A-customers and n B-customers are matched as a group which leaves the system immediately, and the customers' impatient behavior is to guarantee the stability of the system. We show that this matched queue can be expressed as a novel bidirectional level-dependent quasi-birth-and-death (QBD) process. Based on this, we provide a detailed analysis for this matched queue, including the system stability, the average stationary queue lengthes, and the average sojourn time of any A-customer or B-customer. We believe that the methodology and results developed in this paper can be applicable to dealing with more general matched queueing systems, which are widely encountered in various practical areas, for example, sharing economy, ridesharing platform, bilateral market, organ transplantation, taxi services, assembly systems, and so on.
翻译:在本文中,我们讨论了一个有趣的但具有挑战性的双边随机匹配问题:一个更普遍的匹配队列,配对成批配对(m、n)和两类不耐烦的客户(即A型和B型),A型和B型客户的到来都是Poisson流程、m A型客户和n B型客户作为立即离开该系统的一组人进行匹配,客户的不耐烦行为是保证该系统的稳定。我们表明,这种匹配队列可以表现为一个新的双向双向级准出生和死亡(QBD)流程。在此基础上,我们对这一匹配队列提供了详细分析,包括系统稳定性、平均固定队列长度以及任何A型客户或B型客户的平均逗留时间。我们认为,本文中制定的方法和结果可以适用于处理更普遍的匹配队列系统,这些系统在各种实际领域都广泛遇到,例如共享经济、汽车共享平台、双边市场、器官移植、出租车服务、组装系统等等。