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

被引:111
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
相关论文
共 35 条
  • [1] Building a collaborative solution in dense urban city settings to enhance parcel delivery: An effective crowd model in Paris
    Akeb, Hakim
    Moncef, Btissam
    Durand, Bruno
    [J]. TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2018, 119 : 223 - 233
  • [2] [Anonymous], 1984, MATLAB R2019B
  • [3] BBCNews, 2017, Ukraine power cut 'was cyber-attack'
  • [4] Boschetti MA, 2009, LECT NOTES COMPUT SC, V5818, P171, DOI 10.1007/978-3-642-04918-7_13
  • [5] Scheduling last-mile deliveries with truck-based autonomous robots
    Boysen, Nils
    Schwerdfeger, Stefan
    Weidinger, Felix
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 271 (03) : 1085 - 1099
  • [6] The vehicle routing problem: State of the art classification and review
    Braekers, Kris
    Ramaekers, Katrien
    Van Nieuwenhuyse, Inneke
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2016, 99 : 300 - 313
  • [7] Optimal delivery routing with wider drone-delivery areas along a shorter truck-route
    Chang, Yong Sik
    Lee, Hyun Jung
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2018, 104 : 307 - 317
  • [8] Cordeau JF, 2002, SIAM MONOG DISCR MAT, P157
  • [9] A heuristic to solve the synchronized log-truck scheduling problem
    El Hachemi, Nizar
    Gendreau, Michel
    Rousseau, Louis-Martin
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2013, 40 (03) : 666 - 673
  • [10] A deteriorating inventory routing problem for an inland liquefied natural gas distribution network
    Ghiami, Yousef
    Demir, Emrah
    Van Woensel, Tom
    Christiansen, Marielle
    Laporte, Gilbert
    [J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2019, 126 : 45 - 67