Nature-Inspired Design of Hybrid Intelligent Systems

Lieferzeit: Lieferbar innerhalb 14 Tagen

213,99 €

inkl. 7 % MwSt. zzgl. Versandkosten

Studies in Computational Intelligence 667

ISBN: 3319836501
ISBN 13: 9783319836508
Herausgeber: Patricia Melin/Oscar Castillo/Janusz Kacprzyk
Verlag: Springer Verlag GmbH
Umfang: xii, 838 S., 132 s/w Illustr., 258 farbige Illustr., 838 p. 390 illus., 258 illus. in color.
Erscheinungsdatum: 05.07.2018
Auflage: 1/2017
Produktform: Kartoniert
Einband: KT

This book highlights recent advances in the design of hybrid intelligent systems based on nature-inspired optimization and their application in areas such as intelligent control and robotics, pattern recognition, time series prediction, and optimization of complex problems. The book is divided into seven main parts, the first of which addresses theoretical aspects of and new concepts and algorithms based on type-2 and intuitionistic fuzzy logic systems. The second part focuses on neural network theory, and explores the applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The book’s third part presents enhancements to meta-heuristics based on fuzzy logic techniques and describes new nature-inspired optimization algorithms that employ fuzzy dynamic adaptation of parameters, while the fourth part presents diverse applications of nature-inspired optimization algorithms. In turn, the fifth part investigates applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. The sixth part examines new optimization algorithms and their applications. Lastly, the seventh part is dedicated to the design and application of different hybrid intelligent systems.

Artikelnummer: 5459449 Kategorie:

Das könnte Ihnen auch gefallen …