Parameter optimization for a class of general TS fuzzy controllers via a new DNA-based genetic algorithm

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn 3, Issue , 2004, Pages 2149-2153

  Ren, Lihong ^a   Ding, Yongsheng ^a  

^a DONGHUA UNIVERSITY   (China)

Author keywords

DNA encoding method; Fuzzy control; Fuzzy rules; Genetic algorithms; Takagi Sugeno

Indexed keywords

DNA ENCODING METHOD; FUZZY RULES; GENETIC OPERATORS; TAKAGI-SUGENO;

CHROMOSOMES; COMPUTER SIMULATION; DECODING; DNA; GENES; GENETIC ALGORITHMS; MUTAGENESIS; NONLINEAR SYSTEMS; PARAMETER ESTIMATION; VIRUSES;

FUZZY CONTROL;

EID: 4444243825     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. J. R. Jang, "Self-learning fuzzy controllers based on temporal back propagation," IEEE Trans. Neural Networks, vol. 3, pp. 714-721, 1992.
2. H. R. Berenji, "Learning and tuning fuzzy logic controllers through reinforcements," IEEE Trans. Neural Networks, vol. 3, pp. 724-740, 1992.
3. M. H. Lim, S. Rahardja, and B. H. Gwee, "A GA paradigm for learning fuzzy rules," Fuzzy Sets and Systems, vol. 82, pp. 177-186, 1996.
4. S. Matsushita, T. Furuhashi, H. Tsutsui, and Y. Uchikawa, "Efficient search for fuzzy models using genetic algorithm," Information Sciences, vol. 110, pp. 41-50, 1998.
5. Y.-H. Shi, R. Eberhart, and Y.-B. Chen, "Implementation of evolutionary fuzzy systems," IEEE Trans. Fuzzy Systems, 1999,7(2): 109-119.
6. L. M. Adleman, "Molecular computation of solutions to combinatorial problems", Science, vol. 266, no. 5187, pp. 1021-1023, 1994.
7. L.-H. Ren, Y.-S. Ding, and S.-H. Shao, "The study of DNA computing: Current state and future directions", Information and Control (in Chinese), vol. 28, no. 4, pp. 241-248, 1999.
8. J.-H. Chen, E. Antipov, B. Lemieux, W. Cedeno, and D. H. Wood, "DNA computing implementing genetic algorithms", DIMACS Workshop on Evolution as Computation, Princeton University, January 11, 1999.
9. Y.-S. Ding, L.-H. Ren, and S.-H. Shao, "Fuzzy approximators based on DNA genetic algorithms," The Third Asian Control Conference, Shanghai, China, pp. 1185-1190, July 4-7, 2000.
10. Y.-S. Ding, L.-H. Ren, and S.-H. Shao, "Automatic design' of Takagi-Sugeno fuzzy controllers by a new DNA-based evolutionary algorithm," Acta Automatics Sinica, vol. 27, no. 4, pp. 510-520, 2001.
11. L.-H. Ren, Y.-S. Ding, S.-H. Shao, "DNA bio-soft computing and its application to intelligent control systems". J. Shanghai Jiaotong University (English version), vol. E-4, no. 2, pp. 95-101, 1999.
12. L.-F. Yan and Y.-L. Zhang (Editors), Molecular biology, The Press of China Agriculture University, 1997.