Title : 
Guaranteed cost control of uncertain T-S fuzzy descriptor systems
         
        
            Author : 
Ma, Bao-ping ; Zhu, Xue-Mei ; Sun, Ji
         
        
            Author_Institution : 
Sch. of Electr. & Autom. Eng., Nanjing Normal Univ., China
         
        
        
        
        
        
            Abstract : 
This paper focuses on the problem of guaranteed cost control for uncertain Takagi-Sugeno (T-S) fuzzy descriptor system. The parametric uncertainty is assumed to be norm-bounded. A linear quadratic cost function is considered as a performance index. Sufficient conditions for the existence of guaranteed-cost controllers are given in terms of linear matrix inequalities (LMIs). A convex optimization problem with LMI constraints is formulated to design the optimal guaranteed cost controller, which minimize the guaranteed cost of the closed-loop uncertain system.
         
        
            Keywords : 
closed loop systems; control system synthesis; convex programming; cost optimal control; fuzzy systems; linear matrix inequalities; linear quadratic control; minimisation; nonlinear control systems; quadratic programming; LMI constraints; closed-loop uncertain system; convex optimization; guaranteed cost control; linear matrix inequalities; linear quadratic cost function; minimization; parametric uncertainty; performance index; uncertain Takagi-Sugeno fuzzy descriptor system; Constraint optimization; Control systems; Cost function; Fuzzy control; Fuzzy systems; Linear matrix inequalities; Performance analysis; Sufficient conditions; Takagi-Sugeno model; Uncertainty; Fuzzy descriptor systems; guaranteed cost control; linear matrix inequalities (LMI); parameter uncertainty;
         
        
        
        
            Conference_Titel : 
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
         
        
            Conference_Location : 
Guangzhou, China
         
        
            Print_ISBN : 
0-7803-9091-1
         
        
        
            DOI : 
10.1109/ICMLC.2005.1527042