Uncertain Rule-Based Fuzzy Systems Introduction and New Directions, 2nd Edition /

• Κύριος συγγραφέας: Mendel, Jerry M. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Έκδοση: 2nd ed. 2017.
• Θέματα: Engineering.; Artificial intelligence.; Neural networks (Computer science).; Computational intelligence.; Electrical engineering.; Communications Engineering, Networks.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Mathematical Models of Cognitive Processes and Neural Networks.

The second edition of this textbook provides a fully updated approach to fuzzy sets and systems that can model uncertainty — i.e., “type-2” fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications from...

Πίνακας περιεχομένων:

• Introduction
• Part 1: Type-1 Fuzzy Sets and Systems
• Short Primers on Type-1 Fuzzy Sets and Fuzzy Logic
• Type-1 Fuzzy Logic Systems
• Part 2: Type-2 Fuzzy Sets
• Sources of Uncertainty
• Type-2 Fuzzy Sets
• Operations on and Properties OF Type-2 Fuzzy Sets
• Type-2 Relations and Compositions
• Centroid of a Type-2 Fuzzy Set: Type-Reduction
• Part 3: Type-2 Fuzzy Logic Systems
• Mamdani Interval Type-2 Fuzzy Logic Systems (IT2 FLSS)
• TSK Interval Type-2 Fuzzy Logic Systems
• General Type-2 Fuzzy Logic Systems (GT2 FLSS)
• Conclusion.