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
Link To Document :
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