Scheduling trucks and drones for cooperative deliveries

被引:17
|
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
相关论文
共 50 条
  • [1] Multi-trucks-and-drones cooperative pickup and delivery problem
    Gao, Jiajing
    Zhen, Lu
    Wang, Shuaian
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2023, 157
  • [2] Branch-price-and-cut for trucks and drones cooperative delivery
    Zhen, Lu
    Gao, Jiajing
    Tan, Zheyi
    Wang, Shuaian
    Baldacci, Roberto
    IISE TRANSACTIONS, 2023, 55 (03) : 271 - 287
  • [3] Cooperative trucks and drones for rural last-mile delivery with steep roads
    Xiao, Jiuhong
    Li, Ying
    Cao, Zhiguang
    Xiao, Jianhua
    COMPUTERS & INDUSTRIAL ENGINEERING, 2024, 187
  • [4] Coordinated logistics with trucks and drones for premium delivery
    Kim, Dongwook
    Ko, Chang Seong
    Moon, Ilkyeong
    TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2023,
  • [5] A Survey of the Routing Problem for Cooperated Trucks and Drones
    Dang, Shuo
    Liu, Yao
    Luo, Zhihao
    Liu, Zhong
    Shi, Jianmai
    DRONES, 2024, 8 (10)
  • [6] Scheduling trucks in cross docking systems with temporary storage and repetitive pattern for shipping trucks
    Mohtashami, Ali
    APPLIED SOFT COMPUTING, 2015, 36 : 468 - 486
  • [7] Retail Deliveries by Drones: How Will Logistics Networks Change?
    Perera, Sandun
    Dawande, Milind
    Janakiraman, Ganesh
    Mookerjee, Vijay
    PRODUCTION AND OPERATIONS MANAGEMENT, 2020, 29 (09) : 2019 - 2034
  • [8] On the Scheduling of Conflictual Deliveries in a last-mile delivery scenario with truck-carried drones
    Sorbelli, Francesco Betti
    Coro, Federico
    Das, Sajal K.
    Palazzetti, Lorenzo
    Pinotti, Cristina M.
    PERVASIVE AND MOBILE COMPUTING, 2022, 87
  • [9] Trucks and drones cooperation in the last-mile delivery process
    Di Puglia Pugliese, Luigi
    Macrina, Giusy
    Guerriero, Francesca
    NETWORKS, 2021, 78 (04) : 371 - 399
  • [10] Scheduling-location problem with drones
    Kim, Dongwook
    Moon, Ilkyeong
    INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2024, 31 (05) : 2850 - 2874