Ensembles of type 2 fuzzy neural models and their optimization with bio-inspired algorithms for time series prediction
Auteur :
Soto, Jesus / Melin, Patricia / Castillo, Oscar
Éditeur :
Springer International Publishing AG
ISBN :
9783319712635
Date de publication :
28 nov. 2017
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
This book focuses on the fields of hybrid intelligent systems based on fuzzy systems, neural networks, bio-inspired algorithms and time series. Prediction errors are evaluated by the following metrics: Mean Absolute Error, Mean Square Error, Root Mean Square Error, Mean Percentage Error and Mean Absolute Percentage Error.