Evolutionary design of fuzzy rule base for nonlinear system modeling and control

IEEE Transactions on Fuzzy Systems

Volumn 8, Issue 1, 2000, Pages 37-45

  Kang, Sin Jun ^a   Woo, Chun Hee ^a   Hwang, Hee Soo ^a   Woo, Kwang B ^a,b  

^a Yonsei University   (South Korea)

^b IEEE

Author keywords

Evolutionary programming; Fuzzy controller; Fuzzy model

Indexed keywords

FUZZY CONTROL; FUZZY SETS; GRAPH THEORY; KNOWLEDGE BASED SYSTEMS; MATHEMATICAL PROGRAMMING; MEMBERSHIP FUNCTIONS; NONLINEAR CONTROL SYSTEMS; OPTIMAL SYSTEMS; PARAMETER ESTIMATION;

EVOLUTIONARY PROGRAMMING; FUZZY MODELS; FUZZY RULE BASE;

CONTROL SYSTEM SYNTHESIS;

EID: 0033891209     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/91.824766     Document Type: Article

References (16)

1. H. S. Hwang and K. B. Woo, "Linguistic fuzzy model identification," Proc. Inst. Elect. Eng., vol. 142, pt. D, pp. 537-544, Nov. 1995.
2. Y. H. Joo, H. S. Hwang, K. B. Kim, and K. B. Woo, "Linguistic model identification for fuzzy system," Electron. Lett., vol. 31, no. 4, pp. 330-331, Feb. 1995.
3. M. Sugeno and T. Yasukawa, "A fuzzy-logic-based approach to qualitative modeling," IEEE Trans. Fuzzy Syst., vol. 1, pp. 7-31, Feb. 1993.
4. T. Tagaki and M. Sugeno, "Fuzzy identification of systems and its applications to modeling and control," IEEE Trans. Syst., Man, Cybern., vol. 15, pp. 116-132, 1985.
5. C. L. Karr and E. J. Gentry, "Fuzzy control of pH using genetic algorithms," IEEE Trans. Fuzzy Syst., vol. 1, pp. 46-53, Jan. 1993.
6. A. Homaifar and E. McCormick, "Simultaneous design of membership functions and rule sets for suzzy controllers using genetic algorithms," IEEE Trans. Fuzzy Syst., vol. 3, pp. 129-139, May 1995.
7. L. A. Zadeh, "A theory of approximate reasoning," in Machine Intelligence, L. I. Mikulich, J. E. Hayes, and D. Mitchie, Eds, New York: Wiley, 1979, vol. 9.
8. _, "Fuzzy sets," Inform. Contr., vol. 8, pp. 338-353, 1965.
9. I. Rechenberg, "Cybernetic solution path of an experimental problem," Farnborough, Hants, Germany, Tech. Rep., 1995.
10. _, Evolutionsstrategie: Optimierung Technischer System Nach prinzipen Der Biologischen Evolution. Verlagm, Germany: From-mamm-Holzboog, 1973.
11. H. P. Schwefel, "Evolutionsstrategie und numerische Optimierung," Ph.D. dissertation, Tech. Univ. Berlin, Berlin, Germany, 1975.
12. J. H. Holland, Adaptation in Natural and Artificial Systems. Ann Arbor, MI: Univ. Michigan Press, 1975.
13. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning. Reading, MA: Addison-Wesley, 1991.
14. L. J. Fogel, A. J. Owens, and M. J. Walsh, Artificial Intelligence through Simulated Evolution, New York: Wiley , 1966.
15. D. B. Fogel and J. W. Atmar, Proc. 1st Annu. Conf. Evolutionary Programming - Evolutionary Programming Soc., La Jolla, CA, 1992.
16. G. E. P. Box and G. M. Jenkins, Time Series Analysis, Forecasting, and Control. San Francisco, CA: Holden Day, 1970.