• DocumentCode
    3523694
  • Title

    A multi-agent Decision Support System for optimization of co-modal transportation route planning services

  • Author

    Dotoli, Mariagrazia ; Hammadi, Slim ; Jeribi, Karama ; Russo, Carmine ; Zgaya, Hayfa

  • Author_Institution
    Dept. of Electr. & Inf. Eng., Polytech. of Bari, Bari, Italy
  • fYear
    2013
  • fDate
    10-13 Dec. 2013
  • Firstpage
    911
  • Lastpage
    916
  • Abstract
    We present a Decision Support System (DSS) for co-modal transportation. The DSS answers multiple route planning requests in a co-modal setting with vehicle preference and conflicting criteria, e.g., costs, time, and gas emissions minimization. The DSS architecture is based on the inherently distributed multi-agent systems framework that allows the decomposition of the route planning problem into multiple simpler tasks. A genetic algorithm is employed to obtain the optimal user-vehicle-route combinations according to the users preferences. The DSS is tested simulating itinerary requests with conflicting preferences in Nord Pas de Calais (France).
  • Keywords
    decision support systems; genetic algorithms; multi-agent systems; path planning; traffic engineering computing; transportation; DSS architecture; France; Nord Pas de Calais; co-modal transportation route planning services; conflicting criteria; conflicting preferences; distributed multiagent systems framework; genetic algorithm; itinerary requests; multiagent decision support system; multiple route planning requests; optimal user-vehicle-route combinations; optimization; route planning problem decomposition; users preferences; vehicle preference; Computer architecture; Decision support systems; Genetic algorithms; Multi-agent systems; Optimization; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
  • Conference_Location
    Firenze
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-5714-2
  • Type

    conf

  • DOI
    10.1109/CDC.2013.6759998
  • Filename
    6759998