• DocumentCode
    2693218
  • Title

    Towards an interactive and effective regulation for urban transport networks

  • Author

    Sidi, M. M Ould ; Hammadi, S. ; Borne, P. ; Hayat, S.

  • Author_Institution
    Ecole Centrale de Lille, Villeneuve d´´Ascq, France
  • Volume
    7
  • fYear
    2004
  • fDate
    10-13 Oct. 2004
  • Firstpage
    6226
  • Abstract
    The real-time regulation of an urban collective transport network is a very delicate problem, especially in case of appearance of simultaneous disturbances (vehicle´s breakdown, strike, demonstration.... etc). Our purpose here is to assist the regulators (decision-makers) and to propose them effective solutions by taking into account their preferences and uncertainties related to these preferences. In this optic, we develop a hybrid approach based on a fuzzy evaluation method and on an evolutionary algorithm using the Pareto ∈-dominance concept. The use of the fuzzy logic has for advantage to allow us to represent uncertainties and fuzziness. The use of the ∈-dominance criterion have two advantages: it helps to reduce the cardinality of Pareto-optimal region and it ensures that the solutions diversity is preserved.
  • Keywords
    Pareto optimisation; evolutionary computation; fuzzy logic; traffic control; transportation; Pareto-optimal region; effective regulation; evolutionary algorithm; fuzzy evaluation method; fuzzy logic; interactive regulation; urban transport network; Constraint optimization; Electric breakdown; Evolutionary computation; Fuzzy logic; Fuzzy set theory; Regulators; Road accidents; Telecommunication traffic; Uncertainty; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2004 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-8566-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2004.1401376
  • Filename
    1401376