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Joint Operating Revenue and Passenger Travel Cost Optimization in Urban Rail Transit

机译:城市轨道交通联合运营收入与旅客出行成本优化

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摘要

Urban rail transit (URT) scheduling requires designing efficient timetables that can meet passengers' expectations about the lower travel cost while attaining revenue management objectives of the train operators. This paper presents a biobjective timetable optimization model that seeks maximizing the operating revenue of the railway company while lowering passengers' average travel cost. We apply a fuzzy multiobjective optimization and a nondominated sorting genetic algorithm II to solve the optimization problem and characterize the trade-off between the conflicting objective functions under different types of distances. To illustrate the model and solution methodology, the proposed model and solution algorithms are validated against train operation record from a URT line of Chengdu metro in China. The results show that significant improvements can be achieved in terms of the travel cost and revenue return criteria when implementing the solutions obtained by the proposed model.
机译:城市轨道交通(URT)计划要求设计高效的时间表,以满足乘客对降低旅行成本的期望,同时实现列车运营商的收入管理目标。本文提出了一种双目标时间表优化模型,该模型寻求在降低乘客的平均旅行成本的同时最大化铁路公司的营业收入。我们应用模糊多目标优化和非支配排序遗传算法II来解决优化问题,并描述在不同距离类型下目标函数之间的折衷。为了说明模型和求解方法,针对中国成都地铁URT线的列车运行记录,对提出的模型和求解算法进行了验证。结果表明,在实施由建议的模型获得的解决方案时,可以在旅行成本和收益回报标准方面实现显着改善。

著录项

  • 来源
    《Journal of Advanced Transportation》 |2018年第7期|7805168.1-7805168.15|共15页
  • 作者单位

    Southwest Jiaotong Univ Sch Transportat & Logist Chengdu 610031 Sichuan Peoples R China;

    Southwest Jiaotong Univ Sch Transportat & Logist Chengdu 610031 Sichuan Peoples R China|Southwest Jiaotong Univ Natl United Engn Lab Integrated & Intelligent Tra Chengdu 610031 Sichuan Peoples R China;

    Southwest Jiaotong Univ Sch Transportat & Logist Chengdu 610031 Sichuan Peoples R China|Univ Waterloo Dept Civil & Environm Engn Waterloo ON N2L 3G1 Canada;

    Univ Waterloo Dept Civil & Environm Engn Waterloo ON N2L 3G1 Canada;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
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