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New perspectives on hybrid intelligent system design based on fuzzy logic, neural networks and metaheuristics / Oscar Castillo, Patricia Melin, editors.

Castillo, Oscar, 1959- editor.; Melin, Patricia, 1962- editor.
2022
Q335
Available Online
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Title
New perspectives on hybrid intelligent system design based on fuzzy logic, neural networks and metaheuristics / Oscar Castillo, Patricia Melin, editors.
ISBN
9783031082665 (electronic bk.)
3031082664 (electronic bk.)
9783031082658
3031082656
DOI
https://doi.org/10.1007/978-3-031-08266-5
Published
Cham : Springer, 2022.
Language
English
Description
1 online resource : illustrations (black and white, and color).
Item Number
10.1007/978-3-031-08266-5 doi
Call Number
Q335
Dewey Decimal Classification
006.3
Summary
In this book, recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are applied to 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 techniques. 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 offer theoretical concepts and applications of meta-heuristics in different areas. Another group of papers describe diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical problems. 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 and classification problems. .
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Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Castillo, Oscar, 1959- editor.
Melin, Patricia, 1962- editor.
Series
Studies in computational intelligence ; v. 1050.
Available in Other Form
New perspectives on hybrid intelligent system design based on fuzzy logic, neural networks and metaheuristics.
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