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

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

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Overview

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

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Details

  • ISBN-13: 9783319712635
  • ISBN-10: 3319712632
  • Publisher: Springer
  • Publish Date: November 2017
  • Dimensions: 9.21 x 6.14 x 0.22 inches
  • Shipping Weight: 0.36 pounds
  • Page Count: 97

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