The adoption of self-driving delivery robots in last mile logistics

被引:108
|
作者
Chen, Cheng [1 ]
Demir, Emrah [2 ,3 ]
Huang, Yuan [3 ]
Qiu, Rongzu [1 ]
机构
[1] Fujian Agr & Forestry Univ, Sch Transportat & Civil Engn, Fuzhou, Peoples R China
[2] Cardiff Univ, Panalpina Ctr Mfg & Logist Res, Cardiff Business Sch, Cardiff, Wales
[3] Cardiff Univ, Cardiff Business Sch, Logist & Operat Management, Cardiff, Wales
关键词
City logistics; Vehicle routing problem; Self-driving delivery robot; Contactless delivery; Matheuristic algorithm; VEHICLE-ROUTING PROBLEM; TRUCK; OPTIMIZATION;
D O I
10.1016/j.tre.2020.102214
中图分类号
F [经济];
学科分类号
02 ;
摘要
Covid-19, the global pandemic, has taught us the importance of contactless delivery service and robotic automation. Using self-driving delivery robots can provide flexibility for on-time deliveries and help better protect both driver and customers by minimizing contact. To this end, this paper introduces a new vehicle routing problem with time windows and delivery robots (VRPTWDR). With the help of delivery robots, considerable operational time savings can be achieved by dispatching robots to serve nearby customers while a driver is also serving a customer. We provide a mathematical model for the VRPTWDR and investigate the challenges and benefits of using delivery robots as assistants for city logistics. A two-stage matheurisitic algorithm is developed to solve medium scale VRPTWDR instances. Finally, results of computational experiments demonstrate the value of self-driving delivery robots in urban areas by highlighting operational limitations on route planning.
引用
收藏
页数:16
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