优先队列的理性放弃:均衡策略和定价含义

Philipp Afèche, Vahid Sarhangian
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引用次数: 24

摘要

可观察的优先级队列在实践中很普遍,这为追求效用最大化的客户在加入后放弃创造了激励。然而,到目前为止,文献都忽略了这种行为和由此产生的系统控制问题。本文研究了可观察到的两类优先级队列下效用最大化顾客的理性放弃行为,并得出了新的结论。我们描述了低优先级客户的均衡放弃策略,并表明它具有取决于费用结构的阈值结构。在福利最大化和收益最大化两种情况下,我们都将定价作为一种控制犹豫和放弃行为的手段。我们的定价结果强调了付款时间的重要性。我们证明了福利最大化要求只收取服务费而不收取入场费。相比之下,收益最大化通常需要门票和服务费的结合。这种双重收费结构相当于只在入场时收费,但提供部分取消退款。此外,只收取入场费可能比只收取服务费产生更多或更少的收入,但后者政策的表现更为稳健。这似乎是第一篇论文(i)给出了可观察到的优先队列中均衡放弃行为的分析特征,以及(ii)研究了存在理性客户放弃的任何排队系统的定价。
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Rational Abandonment from Priority Queues: Equilibrium Strategy and Pricing Implications
Observable priority queues are prevalent in practice and create incentives for utility-maximizing customers to abandon after joining. However, the literature has so far ignored this behavior and the resulting system control issues. This paper studies the rational abandonment behavior of utility-maximizing customers in the context of an observable two-class priority queue, and identifies novel implications. We characterize the equilibrium abandonment strategy of low-priority customers and show that it has a threshold structure that depends on the fee structure. We then consider pricing as a means to control the balking and abandonment behavior, both under welfare maximization and revenue maximization. Our pricing results highlight the importance of the timing of payments. We show that welfare-maximization requires charging only a service fee and no entrance fee. In contrast, revenue maximization generally requires a combination of both an entrance and a service fee. This two-fee structure is equivalent to charging only upon entrance but offering a partial cancellation refund. Moreover, charging only an entrance fee may generate more or less revenue than charging only a service fee, but the performance of the latter policy is more robust. This appears to be the first paper that (i) gives an analytical characterization of equilibrium abandonment behavior in observable priority queues, and (ii) studies pricing for any queueing system in presence of rational customer abandonment.
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