Fuzzy controller design by means of genetic optimization and NFN-based estimation technique

International Journal of Control, Automation and Systems

Volumn 2, Issue 3, 2004, Pages 362-373

  Oh, Sung Kwun ^a   Rho, Seok Beom ^a   Kim, Hyun Ki ^b  

^a Wonkwang University   (South Korea)

^b Suwon University   (South Korea)

Author keywords

Computational Intelligence (CI); Estimation algorithm; Fuzzy controller; Genetic algorithms; Neurofuzzy networks (NFN); Optimization process; Scaling factors

Indexed keywords

ARTIFICIAL INTELLIGENCE; ESTIMATION; GENETIC ALGORITHMS; LEARNING SYSTEMS; MACHINE DESIGN; NONLINEAR SYSTEMS; NUMERICAL ANALYSIS; OPTIMIZATION;

COMPUTATIONAL INTELLIGENCE (CI); ESTIMATION ALGORITHM; NEUROFUZZY NETWORKS (NFN); SCALING FACTORS;

FUZZY CONTROL;

EID: 4544360431     PISSN: 15986446     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. S.-K. Oh, Fuzzy Model & Control System by C-Programming, Naeha Press, 2002.
2. D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, 1989.
3. B.-J. Park, W. Pedrycz, and S.-K. Oh, "Identification of fuzzy models with the aid of evolutionary data granulation," IEE Proceedings-CTA, vol. 148, no. 5, pp. 406-418, 2001.
4. J. R. Jang, "Self-learning fuzzy controllers based on temporal back propagation," IEEE Trans. on Neural Networks, vol. 3, no. 5, pp. 714-723, September 1992.
5. T. J. Procyk and E. H. Mamdani, "A linguistic synthesis of fuzzy controller," Automatica, vol. 15, pp. 15-30, 1979.
6. H. X. Li, "A comparative design and tuning for conventional fuzzy control," IEEE Trans. on Syst., Man, Cybern. B, vol. 27, pp. 884-889, October 1997.
7. B.-G. Hu, G. K. I. Mann, and R. G. Gosine, "A systematic study of fuzzy PID controllers-function-based evaluation approach," IEEE Trans. on Fuzzy Systems, vol. 9, pp. 699-712, October 2001.
8. L. Wang, "Stable adaptive fuzzy controllers with application to inverted pendulum tracking," IEEE Trans. on Systems, Man and Cybernetics-Part B: Cybernetics, vol. 26, no. 5, pp. 677-691, October 1996.
9. S.-K. Oh, W. Pedrycz, and D.-K. Lee, "The genetic design of hybrid fuzzy controllers," Cybernetics & Systems, vol. 35, no. 4, pp. 333-361, June 2004.
10. S.-K. Oh and W. Pedrycz, "The design of hybrid fuzzy controllers based on genetic algorithms and estimation techniques," Kybernetes, vol. 31, no. 6, pp. 909-917, 2002.
11. S.-K. Oh, W. Pedrycz, and S.-B. Rho, "Parameter estimation of fuzzy controller and its application to inverted pendulum," Engineering Applications of Artificial Intelligence, vol. 17, no. 1, pp. 37-60, February 2004.