Title :
Nothing can compare with a population, besides agents
Author_Institution :
LINA, Univ. de Nantes 2, Nantes, France
Abstract :
Leveraging the resemblances between two areas explored so far independently enables to provide a theoretical framework for distributed systems where global behaviors emerge from a set of local interactions. The contribution of this paper arise from the observation that population protocols and multi-agent systems (MAS) bear many resemblances. Particularly, some subclasses of MAS seem to fit the same computational power than population protocols. Population protocols provide theoretical foundations for mobile tiny device networks. On the other hand, from long-standing research study in distributed artificial intelligence, MAS forms an interesting model for society and owns a broad spectrum of application field, from simple reactive system to social sciences. Linking the both model should offers several extremely interesting outcomes.
Keywords :
multi-agent systems; protocols; MAS; computational power; distributed artificial intelligence; distributed systems; global behaviors; mobile tiny device networks; multiagent systems; population protocols; simple reactive system; social sciences; Artificial intelligence; Communities; Computational modeling; Multi-agent systems; Protocols; Sociology; Statistics;
Conference_Titel :
Telecommunications (ICT), 2014 21st International Conference on
Conference_Location :
Lisbon
Print_ISBN :
978-1-4799-5139-0
DOI :
10.1109/ICT.2014.6845151