Solving Capacitated Time-Dependent Vehicle Routing Problem

被引:0
|
作者
Ribic, Filip [1 ]
Erdelic, Tomislav [1 ]
Caric, Tonci [1 ]
Erdelic, Martina [1 ]
机构
[1] Univ Zagreb, Fac Transport & Traff Sci, Dept Intelligent Transport Syst, Vukeliceva 4, Zagreb 10000, Croatia
关键词
time-dependent vehicle routing problem; total distance traveled; total time; heuristics;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A vehicle routing problem aims to determine a set of vehicle routes to deliver goods to the customers. Most of the variants of the problem consider static traffic conditions, while in the real world, travel times depend on the departure time. In this paper, a capacitated time-dependent vehicle routing problem is observed, which considers time-dependent travel times between the customers, and delivery with vehicles that have limited load capacity. To solve the problem, an iterative local search metaheuristic is applied that couples the ruin-recreate principle with the common local search procedures. Several scenarios were developed to analyze the impact of time-dependent travel times on the solution quality in terms of the total travel time and customer configuration.
引用
收藏
页码:449 / 456
页数:8
相关论文
共 50 条
  • [1] The time-dependent two-echelon capacitated vehicle routing problem with environmental considerations
    Soysal, Mehmet
    Bloemhof-Ruwaard, Jacqueline M.
    Bektas, Tolga
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2015, 164 : 366 - 378
  • [2] A genetic approach to solving the vehicle routing problem with time-dependent travel times
    Zhao, Xin
    Goncalves, Gilles
    Dupas, Remy
    2008 MEDITERRANEAN CONFERENCE ON CONTROL AUTOMATION, VOLS 1-4, 2008, : 1490 - +
  • [3] Probabilistic time-dependent vehicle routing problem
    Tomáš Režnar
    Jan Martinovič
    Kateřina Slaninová
    Ekaterina Grakova
    Vít Vondrák
    Central European Journal of Operations Research, 2017, 25 : 545 - 560
  • [4] Probabilistic time-dependent vehicle routing problem
    Reznar, Tomas
    Martinovic, Jan
    Slaninova, Katerina
    Grakova, Ekaterina
    Vondrak, Vit
    CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2017, 25 (03) : 545 - 560
  • [5] Solving the cumulative capacitated vehicle routing problem with drones
    Hamdi, Imen
    JOURNAL OF INDUSTRIAL AND PRODUCTION ENGINEERING, 2024, 41 (04) : 344 - 361
  • [6] Solving an On-Line Capacitated Vehicle Routing Problem with Structured Time Windows
    Hungerlaender, Philipp
    Maier, Kerstin
    Poecher, Joerg
    Rendl, Andrea
    Truden, Christian
    OPERATIONS RESEARCH PROCEEDINGS 2016, 2018, : 127 - 132
  • [7] An Improved Artificial Bee Colony Algorithm for the Capacitated Vehicle Routing Problem with Time-dependent Travel Times
    Ji, Ping
    Wu, Yongzhong
    OPERATIONS RESEARCH AND ITS APPLICATIONS: IN ENGINEERING, TECHNOLOGY AND MANAGEMENT, 2011, 14 : 75 - 82
  • [8] A dynamic capacitated arc routing problem with time-dependent service costs
    Tagmouti, Mariam
    Gendreau, Michel
    Potvin, Jean-Yves
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2011, 19 (01) : 20 - 28
  • [9] Uncertain time-dependent vehicle routing problem with time window
    Li B.-F.
    Xiong Z.-Y.
    Zhang J.-Y.
    Mao S.
    Zhao X.-L.
    Kongzhi yu Juece/Control and Decision, 2017, 32 (05): : 804 - 810
  • [10] The real-time time-dependent vehicle routing problem
    Chen, Huey-Kuo
    Hsueh, Che-Fu
    Chang, Mei-Shiang
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2006, 42 (05) : 383 - 408