带模糊预约时间的动态VRP的插入启发式算法

张建勇; 李军; 郭耀煌

带模糊预约时间的动态VRP的插入启发式算法

基金项目:

国家自然科学基金资助项目(70071028)

北大联泰供应链系统研究与发展中心资助项目

详细信息

作者简介:
张建勇(1975- ),男,副教授,博士,研究方向为物流系统分析,电话:022-23516141,E-mail:zhangjy94@nankai.edu.cn

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- 被引次数: 0
出版历程
- 收稿日期: 2006-06-18
- 刊出日期: 2008-02-25

Insertion Heuristic Algorithm for Dynamic Vehicle Routing Problem with Fuzzy Due-Time

摘要

摘要: 为有效解决动态环境下考虑顾客偏好的车辆路径优化问题,在对反映顾客偏好的模糊预约时间以及具有模糊预约时间的动态车辆路径问题进行简单描述的基础上,给出了该问题的求解思路,即当新顾客出现时,在保证车辆运载能力和服务时间的可行性的前提下,由最佳车辆在最合适的时间为该新顾客服务.基于此思路,设计了由前后双向可推的推-碰过程确定最佳服务时间的插入启发式算法.在该算法中,通过对顾客的服务时间的前推或后推,确定能使所有顾客的综合满意度达到最大的服务时间调整方案.同时,通过综合考虑顾客满意度、车辆行驶距离和车辆等待时间等因素,使由于新顾客的加入而引起的综合成本增加值得以优化.最后,给出了一个算例,以说明该插入启发式算法求解考虑顾客偏好的动态车辆路径问题的有效性.
- 模糊预约时间 /
- 动态车辆路径问题 /
- 启发式算法
Abstract: In order to effectively solve the dynamic vehicle routing problem with considering the preferences of customers,the traditional static vehicle routing problem with time windows(VRPTW) was expanded to a new situation with dynamic customers,and the time windows were replaced by fuzzy due-time representing the preferences of customers.After a simple description of the fuzzy due-time and the dynamic vehicle routing problem with fuzzy due-time,an insertion heuristic algorithm was proposed.In this algorithm,a two-directional push-bump procedure is employed to decide the optimal time to serve customers,and the average satisfaction degree of customers and the traveling distance and waiting time of vehicles are considered synthetically to optimize the increase of total cost caused by new customers.Finally,an example was presented to show the validity of the proposed algorithm.
- fuzzy due-time /
- dynamic vehicle routing problem /
- heuristic algorithm

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参考文献(1)

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文章访问数: 1543
HTML全文浏览量: 60
PDF下载量: 484
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带模糊预约时间的动态VRP的插入启发式算法

作者简介: 张建勇(1975- ),男,副教授,博士,研究方向为物流系统分析,电话:022-23516141,E-mail:zhangjy94@nankai.edu.cn

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出版历程

Insertion Heuristic Algorithm for Dynamic Vehicle Routing Problem with Fuzzy Due-Time

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出版历程

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作者简介:
张建勇(1975- ),男,副教授,博士,研究方向为物流系统分析,电话:022-23516141,E-mail:zhangjy94@nankai.edu.cn