Studies in Computational Intelligence

Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine

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

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  • Presents the latest research on Intelligent Systems applied to Control, Pattern Recognition and Medicine
  • Describes recent advances in fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their applications in areas such as: intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and optimization of complex problems
  • Written by respected experts in the field
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  • ISBN 978-3-030-34135-0
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Hardcover $169.99
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About this book

This book describes the latest advances in fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their applications in areas such as: intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction, and optimization of complex problems. The book is divided into five main parts. The first part proposes new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications; the second explores new concepts and algorithms in neural networks and fuzzy logic applied to recognition. The third part examines the theory and practice of meta-heuristics in various areas of application, while the fourth highlights diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical contexts. Finally, the fifth part focuses on applications of fuzzy logic, neural networks and meta-heuristics to robotics problems.

Table of contents (24 chapters)

Table of contents (24 chapters)
  • Intuitionistic and Neutrosophic Fuzzy Logic: Basic Concepts and Applications

    Pages 3-18

    Jain, Amita (et al.)

  • Study of the Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis Problems

    Pages 19-33

    Ontiveros-Robles, Emanuel (et al.)

  • Adaptation of Parameters with Binary Cat Swarm Optimization Algorithm of Controller for a Mobile Autonomous Robot

    Pages 35-46

    Villa, Trinidad Castro (et al.)

  • Comparison of Fuzzy Controller Optimization with Dynamic Parameter Adjustment Based on of Type-1 and Type-2 Fuzzy Logic

    Pages 47-56

    Lagunes, Marylu L. (et al.)

  • Particle Swarm Algorithm for the Optimization of Modular Neural Networks in Pattern Recognition

    Pages 59-69

    Gonzalez, Beatriz (et al.)

Buy this book

eBook $129.00
price for USA in USD (gross)
  • ISBN 978-3-030-34135-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $169.99
price for USA in USD
  • ISBN 978-3-030-34134-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine
Editors
  • Oscar Castillo
  • Patricia Melin
Series Title
Studies in Computational Intelligence
Series Volume
827
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-34135-0
DOI
10.1007/978-3-030-34135-0
Hardcover ISBN
978-3-030-34134-3
Series ISSN
1860-949X
Edition Number
1
Number of Pages
IX, 362
Topics