Complex systems modeling via fuzzy logic

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 26, Issue 1, 1996, Pages 100-106

  Wang, Liang ^a,b   Langari, Reza ^a,b  

^a IEEE

^b Texas AandM University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FUZZY CONTROL; LARGE SCALE SYSTEMS; MATHEMATICAL MODELS; NUMERICAL METHODS; STATISTICAL METHODS; VECTORS;

COMPLEX SYSTEMS MODELING; FUZZY DISCRETIZATION;

FUZZY SETS;

EID: 0030087291     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/3477.484441     Document Type: Article

References (33)

1. H. Akaike, "A new look at statistical model identification," IEEE Trans. Automat. Contr., vol. 19, pp. 716-723, 1974.
2. M. Aoki, State Space Modeling of Time Series. Heidelberg: Springer-Verlag, 1983.
3. J. C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms. New York: Plenum, 1981.
4. G. E. P. Box and G. M. Jenkins, Time Series Analysis: Forecasting and Control, 2nd ed. San Francisco: Holden-Day, 1976.
5. C. I. Chen, P. C. Chen, and C. K. Chen, "Analysis and design of fuzzy control systems," Fuzzy Sets Syst., vol. 57, pp. 125-140, 1993.
6. D. P. Filev, "Fuzzy modeling of complex systems," Int. J. Approximate Res., vol. 5, pp. 281-290, 1991.
7. B. P. Graham and R. B. Newell, "Fuzzy identification and control of a liquid level rig," Fuzzy Sets Syst., vol. 26, pp. 255-273, 1988.
8. A. G. Ivakhnenko, V. N. Vysotskiy, and N. A. Ivakhnenko, "Principal versions of the minimum bias criterion for a model and an investigation of their noise immunity," Sov. Automat. Contr., vol. 11, pp. 27-45, 1978.
9. R. Langari and M. Tomizuka, "Stability of fuzzy linguistic control systems," in Proc. 29th IEEE Conf. Dec. Contr., Hawaii, Dec. 1990, pp. 2185-2190.
10. R. Langari and L. Wang, "Fuzzy models, modular networks, and hybrid learning," Fuzzy Sets Syst., accepted for publication, 1995.
11. G. Libert, L. Wang, and B. Liu, "An innovation state space approach for time series forecasting," J. Time Series Anal., vol. 14, pp. 589-601, 1993.
12. M. Maeda and S. Murakami, "A design for a fuzzy logic control," Info. Sci., vol. 45, pp. 315-330, 1988.
13. K. S. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks," IEEE Trans. Neural Networks, vol. 1, pp. 4-27, 1990.
14. W. Pedrycz, ":Numerical and applicational aspects of fuzzy relational equations," Fuzzy Sets Syst., vol. 11, pp. 1-18, 1983.
15. _, "An identification algorithm in fuzzy relational systems," Fuzzy Sets Syst., vol. 13, pp. 153-167, 1984.
16. M. Sugeno and M. Nishida, "Fuzzy control of model car," Fuzzy Sets Syst., vol. 16, pp. 103-113, 1985.
17. M. Sugeno and G. T. Kang, "Fuzzy modeling and control of multilayer incinerator," Fuzzy Sets Syst., vol. 18, pp. 329-346, 1986.
18. _, "Structure identification of fuzzy model," Fuzzy Sets Syst., vol. 28, pp. 15-33, 1988.
19. M. Sugeno and K. Tanaka, "Successive identification of a fuzzy model and its application to prediction of a complex system," Fuzzy Sets Syst., vol. 42, pp. 315-334, 1991.
20. M. Sugeno and T. Yasukawa, "A fuzzy logic based approach to qualitative modeling," IEEE Trans. Fuzzy Systems, vol. 1, pp. 7-31, 1993.
21. T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modeling and control," IEEE Trans. Syst. Man Cyber., vol. 15, pp. 116-132, 1985.
22. K. Tanaka and M. Sugeno, "Stability analysis and design of fuzzy control systems," Fuzzy Sets Syst., vol. 45, pp. 135-156, 1992.
23. G. C. Tiao and G. E. P. Box, "Modeling multiple time series with applications," J. Amer. Stat. Assoc., vol. 76, pp. 802-816, 1981.
24. R. M. Tong, "Synthesis of fuzzy models for industrial processes: some recent results," Int. J. General Systems, vol. 4, pp. 143-162, 1978.
25. _, "The construction and evaluation of fuzzy models," in Advances in Fuzzy Set Theory and Applications, M. M. Gupta, R. K. Ragade, and R. R. Yager, Eds. Amsterdam: North-Holland, 1979, pp. 559-576.
26. L. Wang and R. Langari, "Fuzzy systems with competitive objectives," Dept. Mechanical Engineering, Texas A&M University, College Station, Tech. Rep., 1994.
27. D. Willaeys and N. Malvache, "Contribution of the fuzzy sets to manmachine system," in Advances in Fuzzy Set Theory and Applications, M. M. Gupta, R. K. Ragade, and R. R. Yager, Eds. Amsterdam: North-Holland, 1979, pp. 481-499.
28. _, "The use of fuzzy sets for the treatment of fuzzy information by computer," Fuzzy Sets Syst., vol. 5, pp. 323-327, 1981.
29. C. W. Xu and Y. Z. Lu, "Fuzzy model identification and self-learning for dynamic systems, IEEE Trans. Syst. Man, Cyber., vol. 17, pp. 683-689, 1987.
30. R. R. Yager and D. P. Filev, "Unified structure and parameter identification of fuzzy models," IEEE Trans. Syst. Man Cyber., vol. 23, pp. 1198-1205, 1993.
31. J. Yen, H. Wang, and J. Liao, "A method for automatic generation of fuzzy model," in Proc. 3rd Int. Conf. Industrial Fuzzy Control Intelligent Systems, Houston, TX, Dec. 1993, pp. 88-92.
32. S. Y. Yi and M. J. Chung, "Identification of fuzzy relational model and its application to control," Fuzzy Sets Syst., vol. 59, pp. 25-33, 1993.
33. L. A. Zadeh, "Fuzzy sets as a basis for a theory of possibility," Fuzzy Sets Syst., vol. 1, pp. 3-28, 1978.