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Analysis of first-come-first-served mechanisms in one-way car-sharing services
Transportation Research Part B: Methodological ( IF 5.8 ) Pub Date : 2021-03-26 , DOI: 10.1016/j.trb.2021.03.006
Dong Wang , Feixiong Liao

The principle of “first-come-first-served” (FCFS) has been widely adopted in the deployment of car-sharing services (CSS) to manage service requests for the sake of equity. Most studies of CSS do not explicitly model the supply-demand interactions of shared cars, especially when supply insufficiency arises. This study formulates the supply-demand dynamics of one-way CSS under different FCFS mechanisms and embeds them in a boundedly rational dynamic user equilibrium (BR-DUE) problem. Two disaggregate FCFS mechanisms are suggested to improve the utilization of shared cars given the same CSS supplies in the discrete-time domain. To accurately capture the choice of CSS in space and time, a path expansion strategy is proposed to cope with different waiting times under the disaggregate FCFS mechanisms. The path expansion strategy congruently bridges the aggregate-disaggregate analyses and is incorporated in an adaptive column generation algorithm to solve the BR-DUE problem in a bi-modal supernetwork. Numerical examples demonstrate that the FCFS mechanisms have a significant influence on the supply-demand dynamics and choice of CSS.



中文翻译:

单车共享服务先到先得机制分析

为了公平起见,在汽车共享服务(CSS)的部署中广泛采用了“先到先服务”(FCFS)的原则来管理服务请求。大多数关于CSS的研究都没有明确地模拟共享汽车的供需交互,特别是在出现供不应求的情况下。这项研究制定了不同FCFS机制下单向CSS的供求动态,并将它们嵌入到有限理性的动态用户均衡(BR-DUE)问题中。建议使用两种分解的FCFS机制来提高共享汽车的利用率,因为在离散时域中使用相同的CSS供给。为了准确地捕获时空上CSS的选择,提出了一种路径扩展策略,以在分解FCFS机制下应对不同的等待时间。路径扩展策略一致地桥接了聚集-分解分析,并被合并到自适应列生成算法中,以解决双峰超级网络中的BR-DUE问题。数值例子表明,FCFS机制对供求动态和CSS的选择有重大影响。

更新日期:2021-03-26
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