A transportation decision support system in agent-based environment

被引:4
|
作者
Balbo, Flavien [1 ,2 ]
Pinson, Suzanne [1 ]
机构
[1] Paris Dauphine Univ, Lamsade, Pl Marechal Lattre Tassigny, F-75775 Paris 16, France
[2] Inst Natl Rech Transports & Leur Secur, Inrets Gretia, F-94114 Arcueil, France
来源
关键词
Decision support system; multi-agent system; transportation system; disturbance modeling; bus network diagnosis; environment modeling; ESAC;
D O I
10.3233/IDT-2007-1301
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 presents a Transportation Decision Support System (TDSS) called SATIR that reports the network activity in real-time and thus assists the bus network regulators in their various tasks. We propose a global approach to help regulators to manage the bus network under normal conditions (network monitoring, dynamic schedule management), with data inconsistencies management and under disrupted conditions (disturbance diagnosis and action planning). This global bottom-up approach is based on a multi-agent model where agents encompass the domain knowledge and where the interactions between agents are based on our new model of the environment, the ESAC model (Environment as Active Support of Communication). A formal modeling of the disturbance concept, which makes it possible to capitalize the knowledge available within a monitoring station and to follow up the evolution of the disturbances in real time, is presented, followed by a description of its application to a problem of bus network diagnosis in the STIB network (Brussels Intercity Transportation Company network). The paper concludes by looking briefly at how using the multi-agent paradigm could help to develop new functionalities to improve Transportation Decision Support Systems design.
引用
收藏
页码:97 / 115
页数:19
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