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
TypeArticle accepté pour publication ou publié
Journal nameEuropean Journal of Operational Research
MetadataShow full item record
Abstract (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 / KeywordsTransports publics; Gestion du trafic; Traffic control; Multi-objective optimization; Interactive procedures; Mixed integer linear programming; Reference point
Showing items related by title and author.
Dujardin, Yann (2013-06) Thèse
Dujardin, Yann; Boillot, Florence; Vanderpooten, Daniel; Vinant, Pierre (2011) Communication / Conférence
Discrete representation of the non-dominated set for multi-objective optimization problems using kernels Bazgan, Cristina; Jamain, Florian; Vanderpooten, Daniel (2017) Article accepté pour publication ou publié
Bazgan, Cristina; Hugot, Hadrien; Vanderpooten, Daniel (2009) Article accepté pour publication ou publié
Bazgan, Cristina; Jamain, Florian; Vanderpooten, Daniel (2015) Article accepté pour publication ou publié