Fuzzy neural networks for real time control applications : concepts, modeling and algorithms for fast learning /: concepts, modeling and algorithms for fast learning. (2015)

• Record Type: Book
• Further Information: Note: Erdal Kayacan, Mojtaba Ahmadieh.
• Authors: Kayacan, Erdal; Ahmadieh, Mojtaba
• Contents: Dedication Preface Acknowledgements List of Acronyms/Abbreviations/Index terms 1- Mathematical Preliminaries 2- Fundamentals of Type-1 Fuzzy Logic Theory 3- Fundamentals of Type-2 Fuzzy Logic Theory 4- Type-2 Fuzzy Neural Networks 5- Gradient Descent Methods for Type-2 Fuzzy Neural Networks 6- Extended Kalman Filter Algorithm for the tuning of Type-2 Fuzzy Neural Networks 7- Sliding Mode Control Theory-Based Parameter Adaptation Rules for Fuzzy Neural Networks 8- Hybrid Training Method for Type-2 Fuzzy Neural Networks Using Particle Swarm Optimization 9- Noise Reduction Property of Type-2 Fuzzy Neural Networks 10- Case Studies: Identification Examples 11- Case Studies: Control Examples Appendix
• Publisher Details: Amsterdam : Butterworth-Heinemann
• Publication Date: 2015
• Extent: 1 online resource
• Subjects: 629.8015118; Automatic control -- Mathematical models; Fuzzy systems
• Languages: English
• ISBNs: 9780128027035
• Related ISBNs: 9780128026878
• Notes: Note: Description based on CIP data; item not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.