Analytical Methods in Fuzzy Modeling and Control

Ön Kapak
Springer, 22 Oca 2009 - 251 sayfa

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.

 

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İçindekiler

Introduction
1
MISO TakagiSugeno Fuzzy System with Linear Membership Functions
3
Recursion in TS Systems with Two Fuzzy Sets for Every Input
25
Fuzzy RuleBased Systems with Polynomial Membership Functions
60
Comprehensive Study and Applications of P1TS Systems
101
Modeling of Multilinear Dynamical Systems from Experimental Data
183
Binary Classification Using P1TS Rule Scheme
198
Appendix A Kronecker Product of Matrices
217
Appendix B Generators and Fundamental Matrices for P1TS Systems
219
Appendix C Proofs of Theorems Remarks and Algorithms
231
References
237
Index
249
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