Type-2 Fuzzy Neural Networks and Their Applications

Aliev, Rafik Aziz; Guirimov, Babek Ghalib

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.

Details

Published by: Springer

Publication Date: 2014-09-19

Format: Hardcover

ISBN-13: 9783319090719

DOI: 10.1007/978-3-319-09072-6

Dimensions: 235cm x155cm

Pages: 190