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

by Oscar Castillo, Patricia Melin, Jesús Soto

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

• Format: Paperback
• Language: English
• ISBN: 3319712632
• ISBN13: 9783319712635
• Release Date: November 2017
• Publisher: Springer
• Length: 97 Pages
• Weight: 0.36 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"