Type-2 Fuzzy Neural Networks and Their Applications

Rafik Aziz Aliev, Babek Ghalib Guirimov (Autoren)

Buch | Softcover

XIII, 190 Seiten

2016
Springer International Publishing (Verlag)
978-3-319-38159-6 (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.

Erscheinungsdatum	16.09.2016
Zusatzinfo	XIII, 190 p. 73 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
Schlagworte	Artificial Intelligence • artificial intelligence (incl. robotics) • Computational Intelligence • Computer Science • DEO based network training • Differential evolution • Evolutionary Computing • fuzzy neural network • Fuzzy Set • fuzzy wavelet neural network • Mathematical Modelling • Mathematical Models of Cognitive Processes and Neu • neural network • Recurrent Neural Network • Robotics • type-2 fuzzy neural network • type-2 fuzzy set
ISBN-10	3-319-38159-8 / 3319381598
ISBN-13	978-3-319-38159-6 / 9783319381596
Zustand	Neuware