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Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics - Theory and Applications

English · Paperback / Softback

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This book describes recent advances on fuzzy logic augmentation of nature-inspired optimization metaheuristics and their application in areas such as intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. The book is organized in two main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of theoretical aspects of fuzzy logic augmentation of nature-inspired optimization metaheuristics, which basically consists of papers that propose new optimization algorithms enhanced using fuzzy systems. The second part contains papers with the main theme of application of optimization algorithms, which are basically papers using nature-inspired techniques to achieve optimization of complex optimization problems in diverse areas of application.

List of contents

Theory.- Applications.

Summary

This book describes recent advances on fuzzy logic augmentation of nature-inspired optimization metaheuristics and their application in areas such as intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. The book is organized in two main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of theoretical aspects of fuzzy logic augmentation of nature-inspired optimization metaheuristics, which basically consists of papers that propose new optimization algorithms enhanced using fuzzy systems. The second part contains papers with the main theme of application of optimization algorithms, which are basically papers using nature-inspired techniques to achieve optimization of complex optimization problems in diverse areas of application.

Additional text

From the book reviews:
“This book presents recent developments in a specific area of computational intelligence, namely fuzzy logic augmentation of nature-inspired optimization metaheuristics and their applications. … the book is very interesting for those working in the field of computational intelligence. It will be useful for the researchers and practitioners working in this area of research.” (Petrica Pop, Computing Reviews, February, 2015)

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From the book reviews:
"This book presents recent developments in a specific area of computational intelligence, namely fuzzy logic augmentation of nature-inspired optimization metaheuristics and their applications. ... the book is very interesting for those working in the field of computational intelligence. It will be useful for the researchers and practitioners working in this area of research." (Petrica Pop, Computing Reviews, February, 2015)

Product details

Assisted by Osca Castillo (Editor), Oscar Castillo (Editor), Melin (Editor), Melin (Editor), Patricia Melin (Editor)
Publisher Springer, Berlin
 
Languages English
Product format Paperback / Softback
Released 01.01.2016
 
EAN 9783319385464
ISBN 978-3-31-938546-4
No. of pages 195
Dimensions 155 mm x 235 mm x 11 mm
Weight 323 g
Illustrations VIII, 195 p. 98 illus.
Series Studies in Computational Intelligence
Studies in Computational Intelligence
Subjects Natural sciences, medicine, IT, technology > Technology > General, dictionaries

B, Artificial Intelligence, engineering, pattern recognition, Computational Intelligence, Time Series Prediction, Optimization of Complex Problems

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