Type-2 Fuzzy Neural Networks and Their Applications [electronic resource] / by Rafik Aziz Aliev, Babek Ghalib Guirimov.

By:

Aliev, Rafik Aziz [author.]

Contributor(s):

Publisher: Cham : Springer International Publishing : Imprint: Springer, 2014Description: XIII, 190 p. 73 illus. online resourceContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

9783319090726

Subject(s):

Genre/Form:

Electronic books.

Additional physical formats: Printed edition:: No titleDDC classification:

006.3 23

LOC classification:

Q334-342
TJ210.2-211.495

Online resources:

Click here to access online

Contents:

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.

In: Springer eBooksSummary: 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.

Item type:

eBooks

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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.

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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