Ensemble neural networks with fuzzy logic integration for complex time series prediction
Martha Pulido, Alejandra Mancilla, Patricia Melín · International Journal of Intelligent Engineering Informatics · 2010
In this paper the application of an ensemble neural network model for complex time series prediction is presented. The Mackey-Glass time series is considered for testing the ensemble model. Simulation results of the ensemble neural network and its integration with the methods of average, weighted average and fuzzy integration are presented. Simulation results show very good prediction of the ensemble neural network with the method of fuzzy integration.