论文标题

用于微越素服务评估的随机用户 - 操作员分配游戏:卢森堡Kussbus的案例研究

A stochastic user-operator assignment game for microtransit service evaluation: A case study of Kussbus in Luxembourg

论文作者

Ma, Tai-Yu, Chow, Joseph Y. J., Klein, Sylvain, Ma, Ziyi

论文摘要

本文提出了来自Rasulkhani和Chow [1]的稳定匹配模型的随机变体,该模型允许微越素操作员评估其运营策略和资源分配。拟议的模型考虑了用户旅行效用感知的随机性质,从而导致概率稳定的操作成本分配结果,以设计门票价格和乘车量预测。我们应用了该模型,以用于卢森堡及其边境地区微越过服务的运营政策评估。开发了模型参数估计和校准的方法。结果为操作员和政府提供了有用的见解,以改善服务的乘客。

This paper proposes a stochastic variant of the stable matching model from Rasulkhani and Chow [1] which allows microtransit operators to evaluate their operation policy and resource allocations. The proposed model takes into account the stochastic nature of users' travel utility perception, resulting in a probabilistic stable operation cost allocation outcome to design ticket price and ridership forecasting. We applied the model for the operation policy evaluation of a microtransit service in Luxembourg and its border area. The methodology for the model parameters estimation and calibration is developed. The results provide useful insights for the operator and the government to improve the ridership of the service.

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