Analytical Methods in Fuzzy Modeling and Control

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...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Kluska, Jacek (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edition:1st ed. 2009.
Series:Studies in Fuzziness and Soft Computing, 241
Subjects:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Control engineering.
Robotics.
Automation.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Control, Robotics, Automation.
Online Access:Texto Completo
Table of Contents:
  • 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.

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