Impact of Noise on a Dynamical System: Prediction and Uncertainties from a Swarm-Optimized Neural Network

An artificial neural network (ANN) based on particle swarm optimization (PSO) was developed for the time series prediction. The hybrid ANN+PSO algorithm was applied on Mackey-Glass chaotic time series in the short-term x(t + 6). The performance prediction was evaluated and compared with other studie...

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Detalles Bibliográficos
Autores principales: López-Caraballo, C. H., Lazzús, J. A., Salfate, I., Rojas, P., Rivera, M., Palma-Chilla, L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4553171/
https://www.ncbi.nlm.nih.gov/pubmed/26351449
http://dx.doi.org/10.1155/2015/145874

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4553171/
https://www.ncbi.nlm.nih.gov/pubmed/26351449
http://dx.doi.org/10.1155/2015/145874

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