Particle swarm and population structure
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Ficheiros
Data
2018
Título da revista
ISSN da revista
Título do Volume
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
POPULAÇÃO, OTIMIZAÇÃO POR ENXAME DE PARTÍCULAS, PARTICLE SWARM OPTIMIZATION, POPULATION
Citação
Fernandes , C M , Rosa , A C , Fachada , N , Laredo , J L J & Merelo , J J 2018 , ' Particle swarm and population structure ' , Paper presented at ACM , 17/11/22 .