A simulation-based method for evaluating the reliability of vehicle routing schemes in the vaccine delivery with vehicle breakdown

Wang Zheng, Zhou Chun-yue, H. Xiang-pei
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引用次数: 5

Abstract

This paper introduces the vehicle routing problem of the vaccine delivery with vehicle breakdowns. In the delivery process of vaccines, a continuous low-temperature environment is required. Once any event that causes the temperature to rise happens during the whole process, the quality of vaccines cannot be assured, and even human lives that are injected by the vaccines are threatened. Therefore, this paper presents a method to evaluate the reliability of vehicle routing schemes in the vaccine delivery with vehicle breakdown. The method adopts the simulation idea and supposes breakdowns at every fixed time interval for each vehicle. When a supposed vehicle breakdown happens, a saving-based heuristic will be applied to generate a rescue scheme. Finally, the method was coded and run on one of the classical CVRP instances.
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基于仿真的车辆故障情况下疫苗递送车辆路径方案可靠性评估方法
本文介绍了车辆发生故障时疫苗运送的车辆路线问题。在疫苗的输送过程中,需要持续的低温环境。一旦在整个过程中发生温度升高的事件,疫苗的质量就无法保证,甚至被疫苗注射的人的生命也会受到威胁。因此,本文提出了一种评估车辆故障情况下疫苗运送车辆路线方案可靠性的方法。该方法采用仿真思想,假设每辆车在固定的时间间隔发生故障。当假定车辆发生故障时,应用基于节省的启发式算法生成救援方案。最后,对该方法进行编码,并在一个经典CVRP实例上运行。
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