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Analyzing Stigmergetic Algorithms Through Automata Games [chapter]

Peter Vrancx, Katja Verbeeck, Ann Nowé
Knowledge Discovery and Emergent Complexity in Bioinformatics  
Using the Markov Chain result mentioned above we can map the stigmergetic algorithm to a game of learning automata.  ...  Applying our LA-model will allow us to use existing automata theory in order to analyze stigmergetic algorithms in terms of their global behaviour.  ...  Using the Markov Chain result mentioned above we can map the stigmergetic algorithm to a game of learning automata.  ... 
doi:10.1007/978-3-540-71037-0_10 dblp:conf/kdecb/VrancxVN06 fatcat:2tpnmz522jdufoobphpzpt7nda

Analyzing the dynamics of stigmergetic interactions through pheromone games

Peter Vrancx, Katja Verbeeck, Ann Nowé
2010 Theoretical Computer Science  
In this paper we propose to use Game Theory to analyze stigmergetic interactions.  ...  game.  ...  Acknowledgement Peter Vrancx is funded by a Ph.D grant of the Institute for the Promotion of Innovation through Science and Technology in Flanders (IWT Vlaanderen).  ... 
doi:10.1016/j.tcs.2010.03.004 fatcat:djl7y6wd55axzklscvn43d45xu

Return from the ant

Sven Brückner, Humboldt-Universität Zu Berlin, Humboldt-Universität Zu Berlin
2017
In this thesis the operation of the pheromone infrastructure is specified, formally modeled and analyzed, and an implementation is presented.  ...  Sign-based stigmergy through synthetic pheromones is supported by an extension to runtime environments for software agents called the pheromone infrastructure.  ...  The "game" specifies one of the most well known rule sets for cellular automata. Later, the set of "game of life" rules was shown to be computation-universal [Berlekamp et al., 1982] .  ... 
doi:10.18452/14615 fatcat:r4vwampyrvatlj4j722f5zuela