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Impact of Chaos Functions on Modern Swarm Optimizers

Exploration and exploitation are two essential components for any optimization algorithm. Much exploration leads to oscillation and premature convergence while too much exploitation slows down the optimization algorithm and the optimizer may be stuck in local minima. Therefore, balancing the rates o...

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Detalles Bibliográficos
Autores principales: Emary, E., Zawbaa, Hossam M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4943604/
https://www.ncbi.nlm.nih.gov/pubmed/27410691
http://dx.doi.org/10.1371/journal.pone.0158738