Semantic constraints for membership function optimization

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.

Volumn 29, Issue 1, 1999, Pages 128-138

  Valente De Oliveira, J ^a  

^a UNIVERSITY OF BEIRA INTERIOR   (Portugal)

Author keywords

Adaptive systems; Fuzzy systems; Learning; Membership functions; Neural networks; Optimal interfaces; Optimization; Semantic constraints

Indexed keywords

ADAPTIVE SYSTEMS; BACKPROPAGATION; CONSTRAINT THEORY; FUZZY SETS; INTERFACES (COMPUTER); LEARNING SYSTEMS; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS; OPTIMIZATION;

EVOLUTIONARY OPTIMIZATION TECHNIQUES; FUZZY SYSTEMS; SEMANTIC CONSTRAINT;

COMPUTATIONAL LINGUISTICS;

EID: 0032713743     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/3468.736369     Document Type: Article

References (22)

1. K. J. Astrom and B. Wittenmark, Adaptive Control. Reading, MA: Addison-Wesley, 1989.
2. L. B. Almeida, "Backpropagation in feedforward and recurrent networks," in Neural Networks, B. D. Shiver, Ed. Silver Spring, MD: IEEE Comput. Soc. Press, 1990.
3. S. A. Billings, "Identification of nonlinear systems - A survey," Proc. Inst. Elect. Eng., vol. 127, p. 272, 1980.
4. J. J. Buckley, "Fuzzy I/O controller," Fuzzy Sets Syst., vol. 43, pp. 127-137, 1991.
5. D. E. Goldberg Genetic Algorithms in Search, Optimization, and Machine Learning. Reading, MA: Addison-Wesley, 1989.
6. G. F. Klir and T. A. Folger, Fuzzy Sets, Uncertainty, and Information. Englewood Cliffs, NJ: Prentice-Hall, 1988.
7. B. Kosko, Neural Networks and Fuzzy Systems. Englewood Cliffs, NJ: Prentice-Hall, 1992.
8. C. C. Lee, "Fuzzy logic in control systems: Fuzzy logic controller - Part I and II," IEEE Trans. Syst., Man, Cybern., vol. 20, pp. 404-435, 1990.
9. G. A. Miller, "The magic number seven, plus or minus two: Some limits on our capacity for processing information," Psychol. Rev., vol. 63, pp. 81-97, 1956.
10. _, "The magic number seven after fifteen years," Studies in Long Term Memory, A. Kennedy, Ed. New York: Wiley, 1975.
11. W. Pedrycz and J. Valente de Oliveira, "Optimization of fuzzy relational models," in Proc. 5th IFSA World Congr., Seoul, Korea, 1993, pp. 1187-1190.
12. _, "Semantically valid optimization of fuzzy models," in Fuzzy Logic and its Applications, Information Sciences, and Intelligent Systems, Z. Bien and K. C. Min, Eds. Amsterdam, The Netherlands: Kluwer, 1995, pp. 197-206.
13. C. Shannon, "Communication in the presence of noise," Proc. IRE, pp. 10-21, 1949.
14. M. Sugeno, Ed., Industrial Applications of Fuzzy Control. Amsterdam, The Netherlands: North-Holland, 1985.
15. J. Valente de Oliveira, "On optimal fuzzy systems I/O interfaces," in Proc. 2nd IEEE Int. Conf. Fuzzy Systems, San Francisco, CA, 1993, pp. 851-856.
16. _, "A design methodology for fuzzy system interfaces," IEEE Trans. Fuzzy Syst., vol 3, no. 4, pp. 404-414, 1995.
17. J. Valente de Oliveira and J. M. Lemos, "Long-range predictive adaptive fuzzy relational control," Fuzzy Sets Syst., vol. 70, pp. 337-357, 1995.
18. D. Willaeys and N. Malvache, "The use of fuzzy sets for the treatment of fuzzy information by computer," Fuzzy Sets Syst., vol. 5, pp. 323-327, 1981.
19. L. A. Zadeh, "Outlined of a new approach to the analysis of complex systems and decision processes," IEEE Trans. Syst., Man, Cybern., vol. SMC-3, pp. 28-44, 1973.
20. _, "The concept of a linguistic variable and its applications to approximate reasoning I, II, and III," Inf. Sci., vol. 8, pp. 199-249, 301-357, 1995,
21. Inf. Sci., vol. 9, pp. 43-80.
22. G. Zoutendijk, Methods of Feasible Directions. London, U.K.: Elsevier, 1961.