DocumentCode :
1910689
Title :
Maintaining a distributed symbiotic relationship using delegate MultiAgent systems
Author :
Claes, Rutger ; Holvoet, Tom
Author_Institution :
DistriNet Labs., Katholieke Univ. Leuven, Leuven, Belgium
fYear :
2010
fDate :
5-8 Dec. 2010
Firstpage :
2981
Lastpage :
2990
Abstract :
Online simulation of traffic can assist route guidance systems by predicting problems such as congestion. Accurate predictions require accurate status information about vehicles - the fact that the vehicles are distributed over large-scale road infrastructure makes this particularly challenging. Embedding the online simulation in the road infrastructure - by distributing it across road side computing infrastructure - is a partial solution, but also adds additional complexity to the symbiotic relationship between online simulation and the physical system. In this paper we describe an approach that uses delegate MultiAgent Systems to reduce the complexity of such symbiotic relationships. Experimental results in a prototype implementation of the route guidance mechanisms show that the approach is feasible and leads to a proactive route guidance mechanisms with the potential of outperforming current state of the practice non-proactive routing mechanisms.
Keywords :
multi-agent systems; road traffic; traffic information systems; transportation; delegate multiagent systems; distributed symbiotic relationship; nonproactive routing mechanisms; online traffic simulation; prototype implementation; road side computing infrastructure; route guidance systems; vehicles; Biological system modeling; Computational modeling; Multiagent systems; Predictive models; Roads; Symbiosis; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Simulation Conference (WSC), Proceedings of the 2010 Winter
Conference_Location :
Baltimore, MD
ISSN :
0891-7736
Print_ISBN :
978-1-4244-9866-6
Type :
conf
DOI :
10.1109/WSC.2010.5678992
Filename :
5678992
Link To Document :
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