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Ticket Fare Optimization for China’s High-Speed Railway Based on Passenger Choice Behavior

机译:基于乘客选择行为的中国高速铁路票价优化

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摘要

Although China’s high-speed railway (HSR) is maturing after more than ten years of construction and development, the load factor and revenue of HSR could still be improved by optimizing the ticket fare structure. Different from the present unitary and changeless fare structure, this paper explores the application of multigrade fares to China’s HSR. On the premise that only one fare grade can be offered for each origin-destination (O-D) at the same time, this paper addresses the questions of how to adjust ticket price over time to maximize the revenue. First, on the basis of piecewise pricing strategy, a ticket fare optimization model is built, which could be transformed to convex program to be solved. Then, based on the analysis of passenger arrival regularity using historical ticket data of Beijing-Shanghai HSR line, several experiments are performed using the method proposed in the paper to explore the properties of the optimal multigrade fare scheme.
机译:虽然中国的高速铁路(HSR)在建设和开发十多年后成熟,但通过优化票价结构,仍然可以提高HSR的负载因子和收入。本文探讨了本文的统一和不变票价结构,探讨了多档票价向中国的HSR应用。在前提下,只有一个票价可以为每个原始目的地(O-D)同时提供,本文讨论了如何随着时间的推移调整票价的问题,以最大限度地提高收入。首先,在分段定价策略的基础上,建立了一个票价优化模型,可以将其转换为要解决的凸编程序。然后,根据使用北京 - 上海HSR线路的历史票据的乘客到达规律的分析,使用本文提出的方法进行了几个实验,探讨了最佳多票价方案的性能。

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