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
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