The paired pickup and delivery problem with profit in a two-echelon delivery system with multiple trucks and drones

被引:4
作者
Teimoury, Ebrahim [1 ]
Rashid, Reza [1 ]
机构
[1] Iran Univ Sci & Technol, Dept Ind Engn, Tehran 16844, Iran
来源
TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH | 2024年 / 16卷 / 10期
关键词
Paired pickup and delivery; two-echelon routing; truck and drone coordination; variable neighborhood search; routing problem with profit; TRAVELING SALESMAN PROBLEM; VEHICLE-ROUTING PROBLEM;
D O I
10.1080/19427867.2023.2278855
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Recently researchers proposed truck and drone coordination to increase delivery efficiency and suggested various truck-drone routing problems. In this paper, we also focused on truck and drone coordination and introduced the paired pickup and delivery problem with profit in a two-echelon delivery system. To solve the problem, we propose a hybrid variable neighborhood search algorithm. For this algorithm, we adapted existing neighborhood search operators from the literature and considering the structure of the proposed problem, developed new neighborhood search operators. Also, we have carried out numerous computational experiments to evaluate the proposed solution methods' performance, where the results show the efficiency of the proposed algorithms. The results highlight that in the paired pickup and delivery problem, for small values of drone operational costs, employing the two-echelon truck and drone routing system increases the profit by up to 5.6 percent in comparison to the vehicle routing system with drones.
引用
收藏
页码:1171 / 1187
页数:17
相关论文
共 25 条
  • [1] Adoption patterns of autonomous technologies in Logistics: evidence for Niagara Region
    Amiri, Amir Mohammadian
    Ferguson, Mark R.
    Razavi, Saiedeh
    [J]. TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH, 2022, 14 (07): : 685 - 696
  • [2] A Markov decision process approach for managing medical drone deliveries
    Asadi, Amin
    Pinkley, Sarah Nurre
    Mes, Martijn
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 204
  • [3] Dynamic programming approaches for the traveling salesman problem with drone
    Bouman, Paul
    Agatz, Niels
    Schmidt, Marie
    [J]. NETWORKS, 2018, 72 (04) : 528 - 542
  • [4] Collaborative traveling salesman problem with ground vehicle as a charger for unmanned aerial vehicle
    Cha, Hyungjoo
    Kim, DongKyun
    Eun, Joonyup
    Cheong, Taesu
    [J]. TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH, 2023, 15 (07): : 707 - 721
  • [5] An adaptive large neighborhood search heuristic for the vehicle routing problem with time windows and delivery robots
    Chen, Cheng
    Demir, Emrah
    Huang, Yuan
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021, 294 (03) : 1164 - 1180
  • [6] A variable neighborhood search for flying sidekick traveling salesman problem
    de Freitas, Julia Carta
    Vaz Penna, Puca Huachi
    [J]. INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2020, 27 (01) : 267 - 290
  • [7] The two-echelon vehicle routing problem with covering options: City logistics with cargo bikes and parcel lockers
    Enthoven, David L. J. U.
    Jargalsaikhan, Bolor
    Roodbergen, Kees Jan
    Broek, Michiel A. J. uit het
    Schrotenboer, Albert H.
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2020, 118
  • [8] Gutjahr WJ, 2009, ANN INFORM SYST, V10, P159, DOI 10.1007/978-1-4419-1306-7_6
  • [9] The hybrid vehicle-drone routing problem for pick-up and delivery services
    Karak, Aline
    Abdelghany, Khaled
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2019, 102 : 427 - 449
  • [10] Two echelon vehicle routing problem with drones in last mile delivery
    Kitjacharoenchai, Patchara
    Min, Byung-Cheol
    Lee, Seokcheon
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2020, 225