Managing in real-time a vehicle routing plan with time-dependent travel times on a road network

被引:17
|
作者
Gmira, Maha [1 ,3 ,4 ]
Gendreau, Michel [1 ,4 ]
Lodi, Andrea [1 ,3 ,4 ]
Potvin, Jean-Yves [2 ,4 ]
机构
[1] Polytech Montreal, Dept Math & Genie Ind, CP 6079,Succ Ctr Ville, Montreal, PQ H3C 3A7, Canada
[2] Univ Montreal, Dept Informat & Rech Operat, CP 6128,Succ Ctr Ville, Montreal, PQ H3C 3J7, Canada
[3] Polytech Montreal, Chaire Excellence Rech Canada Sci Donnees Prise D, CP 6079,Succ Ctr Ville, Montreal, PQ H3C 3A7, Canada
[4] Univ Montreal, Ctr Interuniv Rech Reseaux Entreprise Logist & Tr, CP 6128,Succ Ctr Ville, Montreal, PQ H3C 3J7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Vehicle routing; Road network; Dynamic travel times; Metaheuristics; Tabu search; DELIVERY PROBLEM; DYNAMIC PICKUP; TABU SEARCH; OPTIMIZATION; STRATEGIES; EMISSIONS; WINDOWS; SYSTEM; IMPACT;
D O I
10.1016/j.trc.2021.103379
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Geographic information systems, global positioning systems, traffic flow sensors and cellular phones are sources of real-time traffic data in road networks. However, many vehicle routing algorithms do not account for this real-time information. In this paper, we consider the problem of adjusting in real-time a time-dependent delivery plan to respond to dynamic changes in travel times. We also consider a variant of the problem in which some customer requests can be canceled. The goal is to minimize disruption by maintaining as much as possible the current planned routes, although without compromising too much solution quality. Computational results obtained by solving instances with up to 500 customers are reported and compared with a strategy that maintains the planned routes, whatever the cost.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Dynamic vehicle routing problem with real-time time-dependent travel times
    Zhao, Xin
    Goncalves, Gilles
    Dupas, Remy
    [J]. 2009 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1 AND 2, 2009, : 814 - 819
  • [2] Vehicle routing with stochastic time-dependent travel times
    Lecluyse, C.
    Van Woensel, T.
    Peremans, H.
    [J]. 4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2009, 7 (04): : 363 - 377
  • [3] Vehicle routing with stochastic time-dependent travel times
    C. Lecluyse
    T. Van Woensel
    H. Peremans
    [J]. 4OR, 2009, 7 : 363 - 377
  • [4] On-line genetic algorithm for the dynamic vehicle routing problem with real-time time-dependent travel times
    Zhao, Xin
    Goncalves, Gilles
    Dupas, Remy
    [J]. CIE: 2009 INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2009, : 1052 - +
  • [5] The Vehicle Routing Problem with Real-Time Travel Times
    Okhrin, Irena
    Richter, Knut
    [J]. TECHNIQUES AND APPLICATIONS FOR MOBILE COMMERCE, 2008, 169 : 32 - 45
  • [6] Vehicle routing problem with real-time travel times
    Department of Information and Operations Management, European University Viadrina, P.O. Box 1786, 15207 Frankfurt, Oder, Germany
    不详
    [J]. Int. J. Veh. Inf. Commun. Syst, 2009, 1-2 (59-77): : 59 - 77
  • [7] The real-time time-dependent vehicle routing problem
    Chen, Huey-Kuo
    Hsueh, Che-Fu
    Chang, Mei-Shiang
    [J]. TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2006, 42 (05) : 383 - 408
  • [8] A dynamic vehicle routing problem with time-dependent travel times
    Haghani, A
    Jung, S
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2005, 32 (11) : 2959 - 2986
  • [9] The Time Window Assignment Vehicle Routing Problem with Time-Dependent Travel Times
    Spliet, Remy
    Dabia, Said
    Van Woensel, Tom
    [J]. TRANSPORTATION SCIENCE, 2018, 52 (02) : 261 - 276
  • [10] Vehicle routing with time-dependent travel times: Theory, practice, and benchmarks
    Blauth, Jannis
    Held, Stephan
    Mueller, Dirk
    Schlomberg, Niklas
    Traub, Vera
    Trobst, Thorben
    Vygen, Jens
    [J]. DISCRETE OPTIMIZATION, 2024, 53