Scheduling trucks and drones for cooperative deliveries

被引:16
|
作者
Gao, Jiajing [1 ]
Zhen, Lu [1 ]
Laporte, Gilbert [2 ,3 ]
He, Xueting [1 ]
机构
[1] Shanghai Univ, Sch Management, Shanghai 200444, Peoples R China
[2] HEC Montreal, Dept Decis Sci, Montreal, PQ, Canada
[3] Univ Bath, Sch Management, Bath, England
基金
中国国家自然科学基金;
关键词
Scheduling; Truck and drone routing; Cooperative delivery; Column generation; VEHICLE-ROUTING PROBLEM; TRAVELING SALESMAN PROBLEM; TIME WINDOWS; OPTIMIZATION;
D O I
10.1016/j.tre.2023.103267
中图分类号
F [经济];
学科分类号
02 ;
摘要
Truck and drone based cooperative delivery system is an emerging instant delivery mode for transporting packages in a more timely and efficient way than traditional delivery mode. This paper studies the scheduling of a fleet of truck groups, each of which can carry multiple drones. We formulate a mixed integer programming model for truck groups routes, and for the timing of the drones' launching and return to their dedicated truck. The model objective is to minimize the total operational cost, including truck travel cost, drone travel cost, using truck groups fixed cost, and potential penalty for late delivery at customer locations. Column generation-based heuristic algorithm and some acceleration techniques are designed for solving the model efficiently. We carry out numerical experiments for validating the effectiveness of the mathematical model, algorithm, and acceleration techniques. In addition, sensitivity analyses are performed to derive some managerial implications.
引用
收藏
页数:22
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