A multi-objective interactive system for adaptive traffic control
DUJARDIN ; VANDERPOOTEN ; BOILLOT
Type de document
ARTICLE A COMITE DE LECTURE REPERTORIE DANS BDI (ACL)
Langue
anglais
Auteur
DUJARDIN ; VANDERPOOTEN ; BOILLOT
Résumé / Abstract
In this paper, we consider the problem of adaptive traffic control on single junctions with the three following objectives to be minimized: the total waiting time and the number of stops for private vehicles, and a public transport criterion. This problem being modeled as a multi-objective mixed integer linear program, we provide an interactive system based on anadaptive reference point approach. This system adapts, in real-time, priorities given to the different criteria according to the traffic situation. Formal guarantees are provided on the behavior of our system. A comparison with a standard semi-adaptive system on a simulated traffic shows that it provides significantly better solutions.
Source
European Journal of Operational Research, num. 244, pp.601-610 p.
Editeur
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