Design of Dynamic Vehicle Routing System Based on Online Map Service

被引:0
|
作者
Qi, Mingyao [1 ]
Luo, Qi [1 ]
Wang [1 ]
机构
[1] Tsinghua Univ, Grad Sch Shenzhen, Res Ctr Modem Logist, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
dynamic vehicle routing; online map service; Google maps API; VNS algorithm; GIS; VARIABLE NEIGHBORHOOD SEARCH; DEPOT;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Most vehicle routing systems use local map data, and can only handle static customer demand and transportation information. This paper presents a solution to develop dynamic vehicle routing system based on online map service. Google maps API is adopted to construct map related functions like route display, address geocoding, distance matrix and so on. A Variable Neighborhood Search algorithm is designed to calculate the dynamic vehicle routing problem. Strategies in respond to real-time customer demand and realtime traffic information are introduced to dynamically adjust vehicle routes. A real-world project we have done has proven that this technology can improve the efficiency of transport decision, and saving logistics cost to a large extent.
引用
收藏
页码:248 / 251
页数:4
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