Decision support system for urban transportation networks

被引:36
|
作者
Borne, P
Fayech, B
Hammadi, S
Maouche, S
机构
[1] Ecole Cent Lyon, LAIL, I3D Automat Lab, F-59651 Villeneuve Dascq, France
[2] Univ Sci & Technol Lille, Lab Automat I3D, F-59655 Villeneuve Dascq, France
关键词
agent approach; decision-making; evolutionary algorithms; planning; real-time scheduling; urban transportation systems;
D O I
10.1109/TSMCC.2003.809355
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper deals with the real-time regulation of traffic within a disrupted transportation system. We outline the necessity of a decision support system that detects, analyzes, and resolves the unpredicted disturbances. Due to the distributed aspects of transportation. systems, we present a multi-agent approach for the regulation process. Moreover, this approach also includes an evolutionary algorithm that is based on an original genetic coding representing the decisions on a set of vehicles and stops affected by the disturbance. This set constitutes, in fact, the space-time horizon of the regulation process. The evolutionary algorithm then treats the regulation problem as an optimization and provides the regulator with relevant decisions that can result in a partial reconfiguration of the network.
引用
收藏
页码:67 / 77
页数:11
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