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

Name: Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction
Price: 622.95 DKK
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Author: Oscar Castillo
ISBN: 9783319712635

af Oscar Castillo, Patricia Melin, Jesus Soto

indgår i SpringerBriefs in Computational Intelligence serien

indgår i 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 af Oscar Castillo

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Bag 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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Sprog:
Engelsk

ISBN:
9783319712635

Forlag:
Springer International Publishing AG

Indbinding:
Paperback

Sideantal:
97

Udgivet:
28. november 2017

Udgave:
12018

Størrelse:
155x235x0 mm.

Vægt:
1766 g.

Leveringstid: 8-11 hverdage.
Forventet levering: 20. november 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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Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction - Oscar Castillo - Bog

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