Recent Advances of Hybrid Intelligent Systems Based on Soft Computing (Studies in Computational Intelligence, Band 915) - Softcover

Buch 424 von 538: Studies in Computational Intelligence
 
9783030587307: Recent Advances of Hybrid Intelligent Systems Based on Soft Computing (Studies in Computational Intelligence, Band 915)
Softcover
ISBN 10: 3030587304 ISBN 13: 9783030587307
Verlag: Springer, 2021

Inhaltsangabe

This book describes recent advances 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 are also some papers that present theory and practice of meta-heuristics in different areas of application. Another group of papers describes 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.

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Von der hinteren Coverseite

This book describes recent advances 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 are also some papers that present theory and practice of meta-heuristics in different areas of application. Another group of papers describes 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.

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Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030587304
ISBN 13 
9783030587307
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
352
Herausgeber
Melin Patricia, Castillo Oscar, Kacprzyk Janusz
Kontakt zum Hersteller
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Weitere beliebte Ausgaben desselben Titels

9783030587277: Recent Advances of Hybrid Intelligent Systems Based on Soft Computing (Studies in Computational Intelligence, 915, Band 915)

Vorgestellte Ausgabe

ISBN 10:  3030587274 ISBN 13:  9783030587277
Verlag: Springer, 2020
Hardcover