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Extended Particle Swarm to Simulate Biology-Like Systems

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European Graduate Student Workshop on Evolutionary Computation, Seite 31--43. Budapest, Hungary, (10 April 2006)

Zusammenfassung

Is it possible to simulate socio-biological behaviours using particle swarm systems? And if so, what should it be the best approach to use? These are the questions which I would like to answer with my research. Particle swarm systems have been originally developed to model social behaviours. My research will therefore follow the initial socio-biological metaphor underlying particle systems. The idea is to use a genetic programming approach to automatically evolve the particle swarm equations to model animal social behaviours. This research is intended to be a first example of application of genetic programming and particle swarm to simulate animal behaviours.

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