Recent Advances in Interval Type-2 Fuzzy Systems

• Κύριοι συγγραφείς: Castillo, Oscar (Συγγραφέας), Melin, Patricia (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Σειρά: SpringerBriefs in Applied Sciences and Technology, 1
• Θέματα: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

This book reviews current state of the art methods for building intelligent systems using type-2 fuzzy logic and bio-inspired optimization techniques. Combining type-2 fuzzy logic with optimization algorithms, powerful hy-brid intelligent systems have been built using the advantages that each techni...

Πίνακας περιεχομένων:

• Introduction
• Type-2 Fuzzy Logic Systems
• Bio-Inspired Optimization Methods
• Overview of Genetic Algorithms Applied in the Optimization of Type-2 Fuzzy Systems
• Particle Swarm Optimization in the Design of Type-2 Fuzzy Systems
• Ant Colony Optimization Algorithms for the Design of Type-2 Fuzzy Systems
• Other Methods for Optimization of Type-2 Fuzzy Systems
• Simulation Results Illustrating the Optimization of Type-2 Fuzzy Controllers
• Genetic Optimization of Interval Type-2 Fuzzy Sys-tems for Hardware Implementation on FPGAs
• General Overview of the Area and Future Trends.