A Real-Time Vehicle Routing Method with Diversion for Immediate Requests

Yan Fang, Xiangpei Hu, Mudan Bai, Wenjuan Wang
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引用次数: 1

Abstract

Real-time vehicle routing that can divert a vehicle away from its fixed route in response to a new customer request is beneficial to flexible routing for its efficiency in quick response and saving cost especially when the density of customer requests is low. In this paper, a real-time method for assigning immediate request, which allows diversion, is proposed. A multi-objective model is built for the real-time vehicle routing problem with immediate requests considering the cost, and passengers on bus and waiting at stops. An empirical quick response and local optimization approach is proposed, which makes trade off between the computation time and the solution quality. A numerical experiment based on the real-world case has been designed to test the effectiveness of the proposed method. Comparison on the methods with or without diversion demonstrates the potential savings can be obtained through the proposed approach. The method proposed also has potential application meaning for handle real-time vehicle routing in schools, tourist places, and manufactories logistics.
一种考虑即时请求的实时车辆路径选择方法
实时车辆路径可以根据新的客户请求将车辆从固定路线上调离,特别是在客户请求密度较低的情况下,具有快速响应和节约成本的优点。本文提出了一种允许分流的即时请求实时分配方法。建立了考虑成本、公交乘客和候车乘客的即时请求实时车辆路径问题的多目标模型。提出了一种经验快速响应和局部优化方法,在计算时间和求解质量之间进行了权衡。设计了一个基于实际案例的数值实验来验证所提出方法的有效性。通过对有导流和无导流两种方法的比较表明,该方法可以获得潜在的节约。该方法对于处理学校、旅游场所和工厂物流中的实时车辆路径也具有潜在的应用意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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