DocumentCode :
188704
Title :
A Versatile Description Framework for Modeling Behaviors in Traffic Simulations
Author :
Bonhomme, Alexandre ; Mathieu, Philippe ; Picault, Sebastien
Author_Institution :
LIFL, Lille 1 Univ., Villeneuve d´Ascq, France
fYear :
2014
fDate :
10-12 Nov. 2014
Firstpage :
937
Lastpage :
944
Abstract :
Microscopic simulations of road traffic are a typical application domain for Multi-Agent Systems. Indeed, the individual-based approach allows to take into account the diversity of behaviors so as to consider real situations. More recently, geographical databases provide environmental information under open formats, which offers the opportunity to design agent-based traffic simulators which can be continuously informed of changes in traffic conditions. The use of such data, together with the adaptability of MAS, allows the realization of decision support systems that are able to integrate environmental and behavioral modifications in a direct way, and compare various scenarios built from different hypotheses in terms of actors, behaviors, environment and flows. We describe here a modeling approach and a comprehensive process which lead to the development of such a tool.
Keywords :
decision support systems; geographic information systems; multi-agent systems; road traffic; MAS; agent-based traffic simulators; decision support systems; environmental information; geographical databases; microscopic simulations; modeling behaviors; multiagent systems; road traffic simulations; traffic conditions; versatile description framework; Context; Data models; Educational institutions; Generators; Multi-agent systems; Roads; Vehicles; Multi-Agent Simulation; GIS; Road Traffic; Traffic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Tools with Artificial Intelligence (ICTAI), 2014 IEEE 26th International Conference on
Conference_Location :
Limassol
ISSN :
1082-3409
Type :
conf
DOI :
10.1109/ICTAI.2014.158
Filename :
6984578
Link To Document :
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