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...

Full description

Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 545; p. 126317
Main Authors:	Valencia, Cesar H., Vellasco, Marley M.B.R., Figueiredo, Karla
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 07.08.2023
Subjects:	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 Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!