Evolutionary design of static output feedback controller for Takagi-Sugeno fuzzy systems

IET Control Theory and Applications

Volumn 1, Issue 4, 2007, Pages 1096-1103

  Chung, H Y ^a   Wu, S M ^a   Yu, F M ^b   Chang, W J ^c  

^a NATIONAL CENTRAL UNIVERSITY   (Taiwan)

^b ST JOHN'S UNIVERSITY   (Taiwan)

^c NATIONAL TAIWAN OCEAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL EFFICIENCY; FUZZY SYSTEMS; GENETIC ALGORITHMS; HIERARCHICAL SYSTEMS; LINEAR MATRIX INEQUALITIES; LYAPUNOV FUNCTIONS; MATHEMATICAL MODELS; NONLINEAR SYSTEMS; OPTIMIZATION;

EVOLUTIONARY DESIGN; FUZZY MODELS; STATIC OUTPUT; TAKAGI-SUGENO;

FEEDBACK CONTROL;

EID: 34250875712     PISSN: 17518644     EISSN: 17518652     Source Type: Journal    
DOI: 10.1049/iet-cta:20060227     Document Type: Article

References (22)

1. Lo, J.C., and Lin, M.L.: ' Robust H-infinity nonlinear control via fuzzy static output feedback ', IEEE Trans. Circuits Syst. I: Fundam. Theory Appl., 2003, 50, (11), p. 1494-1502 1057-7122
2. Tanaka, K., Kosaki, T., and Wang, H.O.: ' Backing control problem of a mobile robot with multiple trailers - Fuzzy modeling and LMI-based design ', IEEE Trans. Syst., Man Cybern. C, 1998, 28, (3), p. 329-337 10.1109/5326.704559
3. Tanaka, K., Ikeda, T., and Wang, H.O.: ' Fuzzy regulators and fuzzy observers - relaxed stability conditions and LMI-based designs ', IEEE Trans. Fuzzy Syst., 1998, 6, (2), p. 250-265 10.1109/91.669023 1063-6706
4. Chang, Y.C., Chen, S.S., Su, S.F., and Lee, T.T.: ' Static output feedback stabilization for nonlinear interval time-delay systems via fuzzy control approach ', Fuzzy Sets Syst., 2004, 148, (3), p. 395-410 0165-0114
5. Chang, W.J., Sun, C.C., and Chung, H.Y.: ' Fuzzy controller design for discrete controllability canonical Takagi - Sugeno fuzzy systems ', IEE Proc., Control Theory Appl., 2004, 151, (3), p. 319-328 10.1049/ip-cta:20040308 1350-2379
6. Chang, W.J.: ' Model-based fuzzy controller design with common observability Gramian assignment ', ASME J. Dyn. Syst. Meas. Control, 2001, 123, (1), p. 113-116
7. Chang, W.J., and Sun, C.C.: ' Constrained fuzzy controller-design of discrete Takagi - Sugeno fuzzy models ', Fuzzy Sets Syst., 2003, 133, (1), p. 37-55 10.1016/S0165-0114(02)00276-2 0165-0114
8. Chang, W.J.: ' Fuzzy controller-design via the inverse solution of Lyapunov equations ', ASME J. Dyn. Syst. Meas. Control, 2003, 125, (1), p. 42-47
9. ∞ fuzzy output-feedback control design for nonlinear dynamic-systems - an LMI approach ', IEEE Trans. Fuzzy Syst., 2000, 8, (3), p. 249-265 10.1109/91.855915 1063-6706
10. ∞ guidance law with saturation of actuators against maneuvering targets ', IEEE Trans. Control Syst. Technol., 2002, 10, (6), p. 769-779 10.1109/TCST.2002.804122 1063-6536
11. Wang, H.O., Tanaka, K., and Griffin, M.F.: ' An approach to fuzzy control of nonlinear systems: stability and design issues ', IEEE Trans. Fuzzy Syst., 1996, 4, (1), p. 14-23 10.1109/91.481841 1063-6706
12. Gahinet, P., Nemirovski, A., Laub, A.J., and Chilali, M.: ' LMI Control Toolbox ', (The Math Work Inc, Natick, MA, 1995)
13. Werner, H.: ' Multi-model robust control by fast output sampling - an LMI approach ', Automatica, 1998, 34, (12), p. 1625-1630 10.1016/S0005-1098(98) 80018-6 0005-1098
14. Deb, K.: ' Multi-objective optimization using evolutionary algorithms ', (John Wiley & Sons, Inc, NY, USA, 2004)
15. Abramson, M.A.: ' Genetic algorithm and direct search toolbox ', (The Math Work Inc, Natick, MA, 2004)
16. Man, K.F., Tang, K.S., Kwong, S., and Halang, W.A.: ' Genetic algorithms for control and signal processing ', (Advances in Industrial Control, Springer, London, UK, 1997)
17. Goldberg, D.E.: ' Genetic algorithms in search, optimization, and machine learning ', (Addison-Wesley Inc, Reading, MA, 1989)
18. Kuo, B.C.: ' Automatic control system ', 7th (Prentice-Hall, Inc, Englewood Cliffs, NJ, 1995)
19. Chilali, M., Gahinet, P., and Apkarian, P.: ' Robust pole-placement in LMI regions ', IEEE Trans. Autom. Control, 1999, 44, (12), p. 2257-2270 10.1109/9.811208 0018-9286
20. Yang, Q.W., Jiang, J.P., and Chen, G.: ' How to select optimal control parameters for genetic algorithms ', IEEE Int. Symp. on Industrial Electronics, 2000, p. 37-41
21. Komartsova, L.G.: ' Research of a genetic algorithms designer ', IEEE Int. Conf. on Artifical Intellignece Systems, 2002, p. 395-397
22. Gates, G.H., Merkle, L.D., Lamont, G.B., and Pachter, R.: ' Simple genetic algorithm parameter selection for protein structure prediction ', IEEE Int. Conf. on Evolutionary Computing, 1995, p. 620-624