Particle swarm and population structure
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Data
2018
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Editora
ACM
Resumo
We investigate the convergence speed, accuracy, robustness and scalability of PSOs structured by regular and random graphs with 3 ≤ k ≤ n. The main conclusion is that regular and random graphs with the same averaged connectivity k may result in significantly different performance, namely when k is low.
Descrição
GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference Companion
Palavras-chave
PARTICLE SWARM OPTIMIZATION, POPULATION, POPULAÇÃO, OTIMIZAÇÃO POR ENXAME DE PARTÍCULAS
Citação
Fernandes, C. M., Rosa, A. C., Fachada, N., Laredo, J. L. J. & Merelo, J. J. (2018). Particle swarm and population structure. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO '18 (pp. 85-86), Kyoto, Japan. ACM