Particle swarm and population structure

Miniatura indisponível

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 . https://doi.org/10.1145/3205651.3205779

URI