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

Jesus Soto; Patricia Melin; Oscar Castillo

978-3-319-71264-2

2018
Edition 1
- 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
- Includes supplementary material: sn.pub/extras
€100 €90
10% OFF

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