Applying genetic algorithm to vehicle routing problem with stochastic travel times

被引:0
|
作者
Xie, Binglei [1 ]
An, Shi
机构
[1] Harbin Inst Technol, Shenzhen Grad Sch, Shenzhen 518055, Peoples R China
[2] Harbin Inst Technol, Sch Sci & Engn Commun, Harbin 150001, Peoples R China
关键词
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Travel times in urban transport are often subject to stochastic variations due to random fluctuations in travel demands, frequent interruptions of traffic controls, and unpredictable occurrences of traffic incidents. A chance constrained model with capacity and time window was provided, and a heuristic-based genetic algorithm to solve the problem was introduced. The experiments demonstrated that performance of the algorithm was efficient, especially in clustered data sets.
引用
收藏
页码:693 / 697
页数:5
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