Minimizing the total travel distance for the locker-based drone delivery: A branch-and-cut-based method

被引:3
|
作者
Zhu, Waiming [1 ,2 ]
Hu, Xiaoxuan [1 ,2 ,3 ]
Pei, Jun [1 ,3 ]
Pardalos, Panos M. [4 ]
机构
[1] Hefei Univ Technol, Sch Management, Tunxi Rd, Hefei 230009, Anhui, Peoples R China
[2] Anhui Aerosp Syst Intelligent Management Engn Res, Tunxi Rd, Hefei 230009, Anhui, Peoples R China
[3] Minist Educ, Key Lab Proc Optimizat & Intelligent Decis Making, Tunxi Rd, Hefei 230009, Anhui, Peoples R China
[4] Univ Florida, Ctr Appl Optimizat, Dept Ind & Syst Engn, Gainesville, FL USA
基金
中国国家自然科学基金;
关键词
Drone delivery problem; Locker-based drone delivery; Routing and parking hybrid scheduling; Total unimodality; VEHICLE-ROUTING PROBLEM; TIME-INDEXED FORMULATIONS; SAME-DAY DELIVERY; SALESMAN PROBLEM; INTEGRATED MODEL; MORNING COMMUTE; OPTIMIZATION; ASSIGNMENT; TRUCK; PRICE;
D O I
10.1016/j.trb.2024.102950
中图分类号
F [经济];
学科分类号
02 ;
摘要
This article investigates the problem of minimizing the total travel distance in locker -based drone delivery, where the roofs of lockers are reused as parking platforms for drones. It is a drone routing and parking hybrid problem with modeling challenges. We find the sufficient and necessary conditions for feasible solutions and transform the original problem into a scale -tractable one. Subsequently, we propose a compact lower -bound formulation for the transformed problem and prove the total unimodality of the coefficient matrix. Furthermore, we develop a two -stage method in which a branch and cut algorithm solves the transformed problem and a heuristic constructs practical schedules for the original problem. Simulated tests demonstrate that the method can solve each simulated instance within one second. Random tests reveal that the method can efficiently solve instances with 1000 sites and 1500 tasks within an acceptable CPU time. A sensitivity analysis indicates that the complexity arising from routing flexibility is greater than that arising from parking flexibility.
引用
收藏
页数:18
相关论文
共 5 条
  • [1] A variable neighborhood search algorithm for locker-based drone delivery makespan minimization problem
    Zhu, Waiming
    Sun, Haiquan
    Hu, Xiaoxuan
    Ma, Yingying
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2024, 192
  • [2] A branch-and-price-and-cut algorithm for the truck-based drone delivery routing problem with time windows
    Yin, Yunqiang
    Li, Dongwei
    Wang, Dujuan
    Ignatius, Joshua
    Cheng, T. C. E.
    Wang, Sutong
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023, 309 (03) : 1125 - 1144
  • [3] A simplex-based branch-and-cut method for solving integer tri-level programming problems
    Awraris, Ashenafi
    Wordofa, Berhanu Guta
    Kassa, Semu Mitiku
    JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE-JMCS, 2022, 25 (03): : 232 - 250
  • [4] Positioning method of a cylindrical cutter for ruled surface machining based on minimizing one-sided Hausdorff distance
    Cao Lixin
    Dong Lei
    CHINESE JOURNAL OF AERONAUTICS, 2015, 28 (05) : 1564 - 1573
  • [5] Optimization for total energy consumption of drone inspection based on distance-constrained capacitated vehicle routing problem: A study in wind farm
    Huang, Xianfei
    Wang, Gaocai
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 255