What Makes a Successful Society? Experiments with Population Topologies in Particle Swarms

Rui MendesJosé Neves

Previous studies in Particle Swarm Optimization (PSO) have emphasized the role of population topologies in particle swarms. These studies have shown that a relationship between the way individuals in a population are organized and their aptitude to find global optima exists. A study of what graph statistics are relevant is of paramount importance. This work presents such a study, which will provide guidelines that can be used by researchers in the field of Particle Swarm Optimization (PSO) in particular and in the Evolutionary Computation arena in general.

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Biblioteca Digital Brasileira de Computação - Contato:
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