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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Aliev, Rafik Aziz (Autor), Guirimov, Babek Ghalib (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Temas:
Acceso en línea:Texto Completo

MARC

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100 1 |a Aliev, Rafik Aziz.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Type-2 Fuzzy Neural Networks and Their Applications  |h [electronic resource] /  |c by Rafik Aziz Aliev, Babek Ghalib Guirimov. 
250 |a 1st ed. 2014. 
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300 |a XIII, 190 p. 73 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
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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 Artificial intelligence. 
650 0 |a Computational intelligence. 
650 0 |a Neural networks (Computer science) . 
650 1 4 |a Artificial Intelligence. 
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.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
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