Studies in Computational Intelligence

Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications

Editors: Castillo, Oscar, Melin, Patricia (Eds.)

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  • Describes recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations
  • This book contains a collection of papers focused on hybrid intelligent systems based on soft computing
  • Includes various applications in areas such as, intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems
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eBook 117,69 €
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  • ISBN 978-3-030-68776-2
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Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-68775-5
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About this book


We describe in this book, recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as, intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book contains a collection of papers focused on hybrid intelligent systems based on soft computing. There are some papers with the main theme of type-1 and type-2 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications. There also some papers that presents theory and practice of meta-heuristics in different areas of application. Another group of papers describe diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical applications. There are also some papers that present theory and practice of neural networks in different areas of application. In addition, there are papers that present theory and practice of optimization and evolutionary algorithms in different areas of application. Finally, there are some papers describing applications of fuzzy logic, neural networks and meta-heuristics in pattern recognition problems.  

Table of contents (21 chapters)

Table of contents (21 chapters)
  • Estimation of the Number of Filters in the Convolution Layers of a Convolutional Neural Network Using a Fuzzy Logic System

    Pages 1-14

    Poma, Yutzil (et al.)

  • Optimization of Membership Function Parameters for Fuzzy Controllers in Cruise Control Problem Using the Multi-verse Optimizer

    Pages 15-40

    Amézquita, Lucio (et al.)

  • Performance Analysis of a Distributed Steady-State Genetic Algorithm Using Low-Power Computers

    Pages 41-70

    Martínez-Vargas, Anabel (et al.)

  • Ensemble Recurrent Neural Networks for Complex Time Series Prediction with Integration Methods

    Pages 71-83

    Pulido, Martha (et al.)

  • Genetic Optimization of Ensemble Neural Network Architectures for Prediction of COVID-19 Confirmed and Death Cases

    Pages 85-98

    Mónica, Julio C. (et al.)

Buy this book

eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-030-68776-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-030-68775-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications
Editors
  • Oscar Castillo
  • Patricia Melin
Series Title
Studies in Computational Intelligence
Series Volume
940
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-68776-2
DOI
10.1007/978-3-030-68776-2
Hardcover ISBN
978-3-030-68775-5
Series ISSN
1860-949X
Edition Number
1
Number of Pages
IX, 383
Number of Illustrations
58 b/w illustrations, 117 illustrations in colour
Topics