A multi-objective interactive system for adaptive traffic control

被引:38
作者
Dujardin, Yann [1 ,2 ]
Vanderpooten, Daniel [2 ]
Boillot, Florence [1 ]
机构
[1] Ifsttar, Grettia, Cosys, F-78000 Versailles, France
[2] Univ Paris 09, PSL, Lamsade, F-75775 Paris 16, France
关键词
Traffic control; Multi-objective optimization; Interactive procedures; Mixed integer linear programming; Reference point; SIGNAL TIMINGS; OPTIMIZATION;
D O I
10.1016/j.ejor.2015.01.059
中图分类号
C93 [管理学];
学科分类号
120117 [社会管理工程];
摘要
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. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:601 / 610
页数:10
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