Analytical Methods in Fuzzy Modeling and Control

• Κύριος συγγραφέας: Kluska, Jasek (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Σειρά: Studies in Fuzziness and Soft Computing, 241
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Control engineering.; Robotics.; Mechatronics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Control, Robotics, Mechatronics.

This book is focused on mathematical analysis and rigorous design methods for fuzzy control systems based on Takagi-Sugeno fuzzy models, sometimes called Takagi-Sugeno-Kang models. The author presents a rather general analytical theory of exact fuzzy modeling and control of continuous and discrete-t...

Πίνακας περιεχομένων:

• MISO Takagi-Sugeno Fuzzy System with Linear Membership Functions
• Recursion in TS Systems with Two Fuzzy Sets for Every Input
• Fuzzy Rule-Based Systems with Polynomial Membership Functions
• Comprehensive Study and Applications of P1-TS Systems
• Modeling of Multilinear Dynamical Systems from Experimental Data
• Binary Classification Using P1-TS Rule Scheme.