Collaborative traveling salesman problem with ground vehicle as a charger for unmanned aerial vehicle

被引:10
作者
Cha, Hyungjoo [1 ]
Kim, DongKyun [1 ]
Eun, Joonyup [2 ]
Cheong, Taesu [1 ]
机构
[1] Korea Univ, Sch Ind Management Engn, Seoul, South Korea
[2] Korea Univ, Grad Sch Management Technol, Seoul, South Korea
来源
TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH | 2023年 / 15卷 / 07期
基金
新加坡国家研究基金会;
关键词
Electric unmanned aerial vehicle; traveling salesman problem; collaborative delivery; Mixed-integer linear program; Heuristics; ROUTING PROBLEM; NEIGHBORHOOD SEARCH; OPTIMIZATION; ALGORITHM; DRONES; DELIVERY; TRUCK;
D O I
10.1080/19427867.2022.2082006
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Innovation in logistics industry is now implicit, and the use of unmanned aerial vehicles is at the center of logistics innovation. To effectively utilize unmanned aerial vehicles for last-mile delivery, collaborative delivery using ground vehicles and unmanned aerial vehicles has recently been investigated. However, previous studies neglected proper management of batteries, assuming their constant replacement whenever unmanned aerial vehicles land, and hence numerous batteries are required for unmanned aerial vehicles. Given this research gap, we present a new routing model for collaborative delivery wherein an unmanned aerial vehicle uses a ground vehicle as a power source. A mathematical formulation is presented, and noticing the complexity, a heuristic algorithm is developed. We present a case study to verify the operational efficiency of the model. We test the performance of the heuristic and draw insights based on geographical locations of customers via computational experiments.
引用
收藏
页码:707 / 721
页数:15
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