Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction

Jesus Soto, Patricia Melin, Oscar Castillo

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Includes a brief introduction, where the intelligent techniques that are used, the main contribution, motivations, application, an...

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Beschreibung

Includes a brief introduction, where the intelligent techniques that are used, the main contribution, motivations, application, and a general description of the proposed methods are presented
Focuses on the fields of hybrid systems, fuzzy systems, bio-inspired algorithms and time series
Describes the construction of ensembles of Interval Type-2 Fuzzy Neural Networks (IT2FNN) models and the optimization of their fuzzy integrators with bio-inspired algorithms for time series prediction

Inhalt
Introduction.- State of Art.- Problem Statement and Development.- Simulation Studies.- Conclusion.