Overview
- 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
Part of the book series: Studies in Computational Intelligence (SCI, volume 940)
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Table of contents (21 chapters)
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Front Matter
Keywords
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.
Editors and Affiliations
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
DOI: https://doi.org/10.1007/978-3-030-68776-2
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021
Hardcover ISBN: 978-3-030-68775-5Published: 25 March 2021
Softcover ISBN: 978-3-030-68778-6Published: 29 March 2022
eBook ISBN: 978-3-030-68776-2Published: 24 March 2021
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: IX, 383
Number of Illustrations: 58 b/w illustrations, 117 illustrations in colour