Type-2 Fuzzy Neural Networks and Their Applications
Published on 10. September 2016
Book
Paperback/Softback
XIII, 190 pages
978-3-319-38159-6 (ISBN)
Description
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.
More details
Edition
Softcover reprint of the original 1st ed. 2014
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
73 s/w Abbildungen
XIII, 190 p. 73 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 12 mm
Weight
318 gr
ISBN-13
978-3-319-38159-6 (9783319381596)
DOI
10.1007/978-3-319-09072-6
Schweitzer Classification
Other editions
Additional editions
Rafik Aziz Aliev | Babek Ghalib Guirimov
Type-2 Fuzzy Neural Networks and Their Applications
Book
09/2014
Springer
€53.49
Shipment within 10-15 days
Content
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.