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Type-2 Fuzzy Neural Networks and Their Applications

Rafik Aziz Aliev, Babek Ghalib Guirimov (Autoren)

Buch | Hardcover

XIII, 190 Seiten

2014
Springer International Publishing (Verlag)
978-3-319-09071-9 (ISBN)

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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.

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.

Erscheint lt. Verlag	19.9.2014
Zusatzinfo	XIII, 190 p. 73 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	444 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
Schlagworte	DEO based network training • Differential evolution • Evolutionary Computing • fuzzy neural network • Fuzzy Set • fuzzy wavelet neural network • neural network • Recurrent Neural Network • type-2 fuzzy neural network • type-2 fuzzy set
ISBN-10	3-319-09071-2 / 3319090712
ISBN-13	978-3-319-09071-9 / 9783319090719
Zustand	Neuware