Nature-inspired design of hybrid intelligent systems

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...

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Bibliographic Details
Other Authors: Melin, Patricia, 1962- (Editor), Castillo, Oscar, 1959- (Editor), Kacprzyk, Janusz, (Editor)
Format: eBook
Language: English
Published: Cham, Switzerland : Springer, 2017.
Series: Studies in computational intelligence ; v. 667.
Subjects:
Fuzzy logic.
Natural computation.
Artificial intelligence > Biological applications.
elektronické knihy
electronic books
ISBN: 9783319470542
9783319470535
Physical Description: 1 online resource

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Table of contents

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024 7 |a 10.1007/978-3-319-47054-2  |2 doi 
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245 0 0 |a Nature-inspired design of hybrid intelligent systems /  |c Patricia Melin, Oscar Castillo, Janusz Kacprzyk, editors. 
260 |a Cham, Switzerland :  |b Springer,  |c 2017. 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
490 1 |a Studies in computational intelligence,  |x 1860-949X ;  |v volume 667 
505 0 |a Type-2 and Intuitionistic Fuzzy Logic: On the Graphical Representation of Intuitionistic Membership Functions for its use in Intuitionistic Fuzzy Inference Systems -- A gravitational search algorithm using type-2 fuzzy logic for parameter adaptation -- General Type-2 Fuzzy edge detection in the preprocessing of a face recognition system -- Interval Type-2 Fuzzy Possibilistic C-Means Optimization using Particle Swarm Optimization -- Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment -- Choquet integral and Interval Type-2 Fuzzy Choquet integral for edge detection -- An Overview of Granular Computing using Fuzzy Logic Systems. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a 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. 
590 |a SpringerLink  |b Springer Complete eBooks 
650 0 |a Fuzzy logic. 
650 0 |a Natural computation. 
650 0 |a Artificial intelligence  |x Biological applications. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Melin, Patricia,  |d 1962-  |e editor. 
700 1 |a Castillo, Oscar,  |d 1959-  |e editor. 
700 1 |a Kacprzyk, Janusz,  |e editor. 
776 0 8 |i Print version:  |t Nature-inspired design of hybrid intelligent systems.  |d Cham, Switzerland : Springer, 2017  |z 3319470531  |z 9783319470535  |w (OCoLC)957532497 
830 0 |a Studies in computational intelligence ;  |v v. 667. 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://link.springer.com/10.1007/978-3-319-47054-2  |y Plný text 
992 |c NTK-SpringerENG 
999 |c 99691  |d 99691 

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