Type-2 Fuzzy Neural Networks and Their Applications

• Main Authors: Aliev, Rafik Aziz (Author), Guirimov, Babek Ghalib (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Subjects: Computer science.; Artificial intelligence.; Neural networks (Computer science).; Computational intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computational Intelligence.; Mathematical Models of Cognitive Processes and Neural Networks.

This book deals with the theory, design principles, and application of hybrid intelligent systems using type-2 fuzzy sets in combination with other paradigms of Soft Computing technology such as Neuro-Computing and Evolutionary Computing. It provides a self-contained exposition of the foundation of...

Table of Contents:

• Fuzzy Sets
• Evolutionary Computing and Type-2 Fuzzy Neural Networks
• Type-1 and Type-2 Fuzzy Neural Networks
• Type-2 Fuzzy Clustering
• Application of Type-2 Fuzzy Neural Networks.