Hierarchical Learning-Based Design of a Hybrid Fuzzy Pid Controller

Intelligent Automation and Soft Computing

Volumn 3, Issue 1, 1997, Pages 23-36

  Homaifar, A ^a   Sayyarrodsari, B ^a   Nagle, J ^a   Bikdash, M ^a  

^a NORTH CAROLINA A AND T STATE UNIVERSITY   (United States)

Author keywords

Fuzzy logic control; Hierarchy; Learning based design; PID control

Indexed keywords

EID: 0346978195     PISSN: 10798587     EISSN: 2326005X     Source Type: Journal    
DOI: 10.1080/10798587.1997.10750690     Document Type: Article

References (15)

1. Procyk, T. J., and E. H. Mamdani. A linguistic self-organizing process controller. International Federation of Automatic Control (1979), pp. 15-30.
2. Takagi, T., and M. Sugcno. Fuzzy identification of systems and its applications to modeling and control. IEEE Transactions on Systems, Man, Cybernetics, Vol. SMC-15, No. 1 (1985), pp. 116-132.
3. Sugeno, M., and Kang, G. T. Structure identification of fuzzy model. Fuzzy Sets and Systems 28, North-Holland Publishing Company, 1988, pp. 15-33.
4. Homalfar, A., and E. McCormick. Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms. IEEE Transaction on Fuzzy Systems, Vol. 3, No. 2 May 1995, pp. 129-139.
5. Raju, G. V. S., J. Zhou, and R. A. Kisner. Hierarchical fuzzy control. Int. J. Control, Vol. 54 (1991), No. 5, pp. 1201-1216.
6. Berenji, H. R., Y. Y. Chen, C. C. Lee, J. S. Jang, and S. Murugesan. A hierarchical approach to designing approximate reasoning-based controllers for dynamic physical systems, in Uncertainty in Artificial Intelligence 6, Elsevier Science Publishers (1991), pp. 331-343.
7. Saaty, T. L. Exploring the interface between hierarchies, multiple objectives and fuzzy sets. Fuzzy Sets and Systems, No. 1 (1978), pp. 57-68.
8. Zimmermann H. J., and P. Zysno. Decisions and evaluations by hierarchical aggregation of information. Fuzzy Sets and Systems, No. 10 (1983), pp. 243-260.
9. Buckley, J. J. Fuzzy hierarchical analysis. Fuzzy Sets and Systems, No. 17 (1985), pp. 233-247.
10. Lasck, M. Hierarchical structure of fuzzy ratings in the analysis of strategic goals of enterprises. Fuzzy Sets and Systems, No. 50 (1992), pp. 127-134.
11. Wang, L. X., and J. M. Mendel. Generating Fuzzy Rules by Learning from Examples. IEEE Transactions on Systems, Man, Cybernetics, Vol. 22, No. 6 (1992), pp. 1414-1427.
12. Sayyarrodsari, B., A. Homaifar, and W. E. Snyder. A Theoretical justification for nonlinear controlling property of a class of fuzzy logic controllers. Third IEEE International Conference on Fuzzy Systems(1994), pp. 382-386.
13. Homalfar, A., B. Sayyarrodsari, and J. E. Hogans. Fuzzy controller for robot arm trajectory. Journal of Information Sciences, Vol. 2, No. 2, September 1994, pp. 69-83.
14. Asada, H., and J. J. E. Slotine. Robot Analysis and Control New York, Wiley, 1986
15. Gao, W., and J. C. Hung. Variable structure control of nonlinear systems : A new approach. IEEE Transactions on Industrial Electronics, Vol. 40, No. 6, 1993.