Designing fuzzy logic controllers by genetic algorithms considering their characteristics

Proceedings of the 2000 Congress on Evolutionary Computation, CEC 2000

Volumn 1, Issue , 2000, Pages 683-690

  Park, Seihwan ^a   Lee Kwang, H ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DESIGN; FUZZY CONTROL; FUZZY LOGIC; MEMBERSHIP FUNCTIONS; CONTROL SYSTEM ANALYSIS; GENETIC ALGORITHMS; MATHEMATICAL OPERATORS;

AUTOMATIC DESIGN; CONTROL RULES; DESIGN METHOD; ENCODING SCHEMES; FUZZY CONTROLLERS; FUZZY LOGIC CONTROLLERS; GENETIC OPERATORS; HUMAN EXPERT;

GENETIC ALGORITHMS; FUZZY CONTROL;

GENETIC OPERATORS;

EID: 0033676663     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2000.870364     Document Type: Conference Paper

References (17)

1. H. Lee-Kwang, O. R. Oh, Fuzzy theory and applications I, II, Hongreung publishing co.(in Korean), 1990.
2. S. Park, Y. I. Kim, J. K. Kim, and H. Lee-Kwang. An automatic design method for fuzzy controller using genetic algorithms. In Proc. of Fall Conf. on Korea Fuzzy and Intelligence Systems'96, pp.306-309, 1996.
3. Brian Carse, Terence C. Fogarty , and Alistair Munro. Evolving fuzzy rule based controllers using genetic algorithms. Fuzzy Sets and Systems, vol 80, pp. 273-293, 1996.
4. David E. Goldberg. Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley, 1989.
5. Abdollah Homaifar and Ed McCormick. Simultaneous design of membership functions and rule sets for fuzzy controller using genetic algorithms. IEEE Trans. Fuzzy Systems, vol 3, no.2, pp.129-139, 1995.
6. Charles L. Karr. Design of an adaptive fuzzy logic controller using genetic algorithms. In Proc. 4th Int. Conf. 7th Genetic Algorithms, pp.450-457, 1991.
7. Charles L. Karr and Edward J. Gentry. Fuzzy control of pH using genetic algorithms. IEEE Trans. Fuzzy Systems, vol l,no.l,pp.46-53, 1993.
8. K. M. Lee, D. H. Kwak, and H. Lee-Kwang. Fuzzy Inference Neural Network for Fuzzy Model Tuning, IEEE Trans. SMC, vol.26, no.4, pp.637-645, 1996.
9. J. H. Lee and H. Lee-Kwang. Fuzzy Identificaticn of Unknown Systems based on GA, Lecture Notes in Artificial Intelligence 1285, Springer-Verlog, pp. 216-223, 1997.
10. Michael A. Lee and Hideyuki Takagi. Integrating design stages of fuzzy systems using genetic algorithms. In Proc. 3rd IEEE Int. Conf. on Fuzzy Systems, pp.612-617, 1993.
11. Tadahiko Murata and Hisao Ishibuchi. Adjusting membership functions of fuzzy classification rules by genetic algorithms. In Proc. 5th IEEE Int. Conf. on Fuzzy Systems , pp. 1819-1824, 1995.
12. Gregory V. TAN and Xiheng HU. On designing fuzzy controllers using genetic algorithms. In Proc. 6th IEEE Int. Conf. on Fuzzy Systems, pp.905-911, 1996.
13. Philip Thrifts. Fuzzy logic synthesis with genetic algorithms. In Proc. 4th Int. Conf. on Genetic Algorithms, pp.509-513, 1991.
14. H. Lee-Kwang, and K. M. Lee. Fuzzy Hypergraph and Fuzzy Partition, IEEE Trans. Systems, Man, and Cybernetics, vol.25, no.l, pp.196-201, 1995.
15. C. B. Kim, K. A. Seong, H. Lee-Kwang. and J. O. Kim, Design and Implementation of FEGCS, IEEE Trans. Systems, Man, and Cybernetics, vol. 25, part A, no. 3, 1998.
16. Y. D. Kim and H. Lee-Kwang. High Speed flexible Fuzzy Hardware for Fuzzy Informatifm Processing, IEEE Trans. Systems, Man, and Cybernetics, vol. 27, no. 1, pp.45-56, 1997.
17. H. Lee-Kwang, K. A. Seong, and K. M. Lee. Hierarchical Partition of Nonstructured Concurrent Systems, IEEE Trans. Systems, Man, and Cybernetics, vol.27, no.l, pp.105-108, 1997.