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Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic

Patricia Melin, Gabriela E. Martinez

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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Allgemeines, Lexika

Beschreibung

This book presents an extension of the aggregation operator of the generalized interval type-2 Sugeno integral using generalized type-2 fuzzy logic. This extension enables it to handle higher levels of uncertainty when adding any number of sources and types of information in a wide variety of decision-making applications. The authors also demonstrate that the extended aggregation operator offers better performance than other traditional or extended operators. The book is a valuables reference resource for students and researchers working on theory and applications of fuzzy logic in various areas of application where decision making is performed under high levels of uncertainty, such as pattern recognition, time series prediction, intelligent control and manufacturing.

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Schlagwörter

Generalized Interval Type-2 Fuzzy Logic, Fuzzy Logic, Face Recognition, Modular Neural Network, Computational Intelligence, Sugeno Integral, Fuzzy Measures, Edge Detection