A multi-objective interactive system for adaptive traffic control
Dujardin, Yann; Vanderpooten, Daniel; Boillot, Florence (2015), A multi-objective interactive system for adaptive traffic control, European Journal of Operational Research, 244, 2, p. 601-610. 10.1016/j.ejor.2015.01.059
Type
Article accepté pour publication ou publiéDate
2015Journal name
European Journal of Operational ResearchVolume
244Number
2Pages
601-610
Publication identifier
Metadata
Show full item recordAbstract (EN)
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 an adaptive 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.Subjects / Keywords
Transports publics; Gestion du trafic; Traffic control; Multi-objective optimization; Interactive procedures; Mixed integer linear programming; Reference pointRelated items
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