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

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

av Oscar Castillo, Patricia Melin, Jesus Soto

del av SpringerBriefs in Computational Intelligence-serien

del av SpringerBriefs in Applied Sciences and Technology-serien

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

This book focuses on the fields of hybrid intelligent systems based on fuzzy systems, neural networks, bio-inspired algorithms and time series. Prediction errors are evaluated by the following metrics: Mean Absolute Error, Mean Square Error, Root Mean Square Error, Mean Percentage Error and Mean Absolute Percentage Error.

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  • Språk:
  • Engelska
  • ISBN:
  • 9783319712635
  • Format:
  • Häftad
  • Sidor:
  • 97
  • Utgiven:
  • 28 November 2017
  • Utgåva:
  • 12018
  • Mått:
  • 155x235x0 mm.
  • Vikt:
  • 1766 g.
Leveranstid: 2-4 veckor
Förväntad leverans: 11 Juni 2024

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This book focuses on the fields of hybrid intelligent systems based on fuzzy systems, neural networks, bio-inspired algorithms and time series. Prediction errors are evaluated by the following metrics: Mean Absolute Error, Mean Square Error, Root Mean Square Error, Mean Percentage Error and Mean Absolute Percentage Error.

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