Echo State Networks: Novel reservoir selection and hyperparameter optimization model for time series forecasting

The use of computational intelligence models for multi-step time series forecasting tasks has presented satisfactory results in such a way that they are considered models with an excellent future for this type of problem. From the point of view of computational cost, the current alternatives combine...

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Veröffentlicht in:	Neurocomputing (Amsterdam) Jg. 545; S. 126317
Hauptverfasser:	Valencia, Cesar H., Vellasco, Marley M.B.R., Figueiredo, Karla
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 07.08.2023
Schlagworte:	Echo State Network Genetic Algorithms Separation Ratio Graph Time Series Forecasting Separation Ratio Graph Echo State Network Genetic Algorithms Time Series Forecasting
ISSN:	0925-2312, 1872-8286
Online-Zugang:	Volltext
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