Type-2 Fuzzy Neural Networks and Their Applications

Nonfiction, Science & Nature, Mathematics, Applied, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Type-2 Fuzzy Neural Networks and Their Applications by Rafik Aziz Aliev, Babek Ghalib Guirimov, Springer International Publishing
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Author: Rafik Aziz Aliev, Babek Ghalib Guirimov ISBN: 9783319090726
Publisher: Springer International Publishing Publication: September 8, 2014
Imprint: Springer Language: English
Author: Rafik Aziz Aliev, Babek Ghalib Guirimov
ISBN: 9783319090726
Publisher: Springer International Publishing
Publication: September 8, 2014
Imprint: Springer
Language: English

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.

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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.

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