An adaptive agent model for self-organizing MAS

Authors:
Candelaria Sansores;Juan Pavón
Affiliations:
Universidad Complutense Madrid, Ciudad Universitaria, Madrid, Spain;Universidad Complutense Madrid, Ciudad Universitaria, Madrid, Spain
Venue:
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3
Year:
2008

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Abstract

Self-organizing multi-agent systems (MAS) use different mechanisms to mimic the adaptation exhibited by complex systems situated in unpredictable and dynamic environments. These mechanisms allow a collection of agents to spontaneously adapt their behavior towards an optimal organization. This paper presents a self-organization approach that exploits several self-organizing principles through an agent adaptive architecture and a reinforcement mechanism. This mechanism was designed and implemented using the INGENIAS methodology.