Type-2 Fuzzy Neural Networks and Their Applications

This book deals with the theory, design principles, and application of hybrid intelligent systems using type-2 fuzzy sets in combination with other paradigms of Soft Computing technology such as Neuro-Computing and Evolutionary Computing. It provides a self-contained exposition of the foundation of...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Aliev, Rafik Aziz (Συγγραφέας), Guirimov, Babek Ghalib (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Aliev, Rafik Aziz.  |e author. 
245 1 0 |a Type-2 Fuzzy Neural Networks and Their Applications  |h [electronic resource] /  |c by Rafik Aziz Aliev, Babek Ghalib Guirimov. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2014. 
300 |a XIII, 190 p. 73 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
505 0 |a Fuzzy Sets -- Evolutionary Computing and Type-2 Fuzzy Neural Networks -- Type-1 and Type-2 Fuzzy Neural Networks -- Type-2 Fuzzy Clustering -- Application of Type-2 Fuzzy Neural Networks. 
520 |a This book deals with the theory, design principles, and application of hybrid intelligent systems using type-2 fuzzy sets in combination with other paradigms of Soft Computing technology such as Neuro-Computing and Evolutionary Computing. It provides a self-contained exposition of the foundation of type-2 fuzzy neural networks and presents a vast compendium of its applications to control, forecasting, decision making, system identification and other real problems. Type-2 Fuzzy Neural Networks and Their Applications is helpful for teachers and students of universities and colleges, for scientists and practitioners from various fields such as control, decision analysis, pattern recognition and similar fields. 
650 0 |a Computer science. 
650 0 |a Artificial intelligence. 
650 0 |a Neural networks (Computer science). 
650 0 |a Computational intelligence. 
650 1 4 |a Computer Science. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Computational Intelligence. 
650 2 4 |a Mathematical Models of Cognitive Processes and Neural Networks. 
700 1 |a Guirimov, Babek Ghalib.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319090719 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-09072-6  |z Full Text via HEAL-Link 
912 |a ZDB-2-SCS 
950 |a Computer Science (Springer-11645)