Nature-Inspired Design of Hybrid Intelligent Systems

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Melin, Patricia (Επιμελητής έκδοσης), Castillo, Oscar (Επιμελητής έκδοσης), Kacprzyk, Janusz (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Studies in Computational Intelligence, 667
• Θέματα: Engineering.; Computational intelligence.; Computational Intelligence.

This book highlights recent advances in the design of hybrid intelligent systems based on nature-inspired optimization and their application in areas such as intelligent control and robotics, pattern recognition, time series prediction, and optimization of complex problems. The book is divided into...

Πίνακας περιεχομένων:

• Type-2 and Intuitionistic Fuzzy Logic: On the Graphical Representation of Intuitionistic Membership Functions for its use in Intuitionistic Fuzzy Inference Systems
• A gravitational search algorithm using type-2 fuzzy logic for parameter adaptation
• General Type-2 Fuzzy edge detection in the preprocessing of a face recognition system
• Interval Type-2 Fuzzy Possibilistic C-Means Optimization using Particle Swarm Optimization
• Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment
• Choquet integral and Interval Type-2 Fuzzy Choquet integral for edge detection
• An Overview of Granular Computing using Fuzzy Logic Systems.