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

Patricia Melin, Gabriela E. Martinez (Autoren)

Buch | Softcover

XIII, 65 Seiten

2019
Springer International Publishing (Verlag)
978-3-030-16415-7 (ISBN)

Infos

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.

Rezensionen

"The exposure of the material is well structured and abundant detailed numeric examples are a visible asset of the publication. Overall, a useful reading material of interest to those involved in fuzzy aggregation models, their generalizations and applications." (Witold Pedrycz, zbMath 1417.68003, 2019)

Produkt-Details

• Erscheinungsdatum: 10.04.2019
• Reihe/Serie: SpringerBriefs in Applied Sciences and Technology
• Reihe/Serie: SpringerBriefs in Computational Intelligence
• Zusatzinfo: XIII, 65 p.
• Verlagsort: Cham
• Sprache: englisch
• Maße: 155 x 235 mm
• Gewicht: 136 g
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik
• Schlagworte: Computational Intelligence • Edge Detection • face recognition • Fuzzy Logic • Fuzzy Measures • Generalized Interval Type-2 Fuzzy Logic • Modular Neural Network • Sugeno integral
• ISBN-10: 3-030-16415-2 / 3030164152
• ISBN-13: 978-3-030-16415-7 / 9783030164157
• Zustand: Neuware