On a Hierarchical Structure for Fuzzy Modeling and Control

IEEE Transactions on Systems, Man and Cybernetics

Volumn 23, Issue 4, 1993, Pages 1189-1197

  Yager, Ronald R ^a  

^a MACHINE INTELLIGENCE INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; CONTROL SYSTEMS; HIERARCHICAL SYSTEMS; KNOWLEDGE BASED SYSTEMS; LARGE SCALE SYSTEMS; MATHEMATICAL MODELS;

CENTER OF AREA; FIRING LEVEL; FUZZY LOGIC CONTROLLER; HIERARCHICAL PRIORITIZED STRUCTURE; MAMDANI MODEL; MEAN OF MAXIMA; RULE FIRING; RULES;

FUZZY SETS;

EID: 0027632444     PISSN: 00189472     EISSN: 21682909     Source Type: Journal    
DOI: 10.1109/21.247901     Document Type: Article

References (34)

1. E. H. Mamdani and S. Assilian, “An experiment in linguistic synthesis with a fuzzy logic controller,” Int. J. Man-Machine Studies vol. 7, pp. 1-13, 1975.
2. R. M. Tong, “An annotated bibliography of fuzzy control,” in Industrial Applications of Fuzzy Control, M. Sugeno, Ed. Amsterdam: NortHHolland, 1985, pp. 249-269.
3. M. Sugeno, Industrial Applications of Fuzzy Control, NortHHolland: Amsterdam, 1985.
4. J. A. Bernard, “Use of a rule-based system for process control,” IEEE Contr. Syst. Mag., vol. 8, no. 5, pp. 3-13, 1988.
5. C. C. Lee, “Fuzzy logic in control systems: fuzzy logic controller—Part 1,” IEEE Trans. Syst., Man, Cybern., vol. 20, pp. 404-418, 1990.
6. “Fuzzy logic in control systems: fuzzy logic controller—Part II,” IEEE Trans. Syst., Man, Cybern., vol. 20, pp. 419-435, 1990.
7. D. Filev and R. R. Yager, “A generalized defuzzification method under BAD distributions,” Int. J. Intell. Syst., vol. 6, pp. 687-697, 1991.
8. L. A. Zadeh, “A theory of approximate reasoning,” in Machine Intelligence, vol. 9, J. Hayes, D. Michie, and L.I. Mikulich, Eds. New York: Halstead, 1979, pp. 149-194.
9. Yager, R. R., “Approximate reasoning as a basis for rule based expert systems,” IEEE Trans. Syst., Man, Cybern., vol. SMC-14, pp. 636-643, 1984.
10. “Deductive approximate reasoning systems,” IEEE Trans. Knowl. Data Eng., vol. 3, pp. 399-414, 1991.
11. D. Dubois and H. Prade, “Fuzzy sets in approximate reasoning—Part I: Inference with possibility distributions,” Fuzzy Sets Syst., vol. 40, pp. 143-202, 1991.
12. L. A. Zadeh, “Fuzzy sets as a basis for a theory of possibility,” Fuzzy Sets Syst., vol. 1, pp. 3-28, 1978.
13. R. R. Yager and D. P. Filev, “On the issue of defuzzification and selection based on a fuzzy set,” Fuzzy Sets Syst., vol 55, pp. 255-272, 1993.
14. “SLIDE: A simple adaptice defuzzification method,” IEEE Trans. Fuzzy Syst., pp. 69-78, 1993.
15. L. A. Zadeh, “Fuzzy sets and information granularity,” in Advances in Fuzzy Set Theory and Applications, M. M. Gupta and R. K. Ragade and R. R. Yager, Eds. Amsterdam: NortHHolland, 1979, pp. 3-18.
16. E. H. Mamdani, “Application of fuzzy algorithms for control of simple dynamic plant,” Proc. IEEE, vol. 121, pp. 1585-1588, 1974.
17. E. H. Mamdani and B. S. Sembi, “Process control using fuzzy logic,” in Fuzzy Sets, P. P. Wang and S. K. Chang, Eds. New York: Plenum, 1980, pp. 249-266.
18. T. Takagi and M. Sugeno, “Fuzzy identification of systems and its application to modeling and control,” IEEE Trans. Syst., Man, Cybern., vol. SMC-15, pp. 116-132, 1985.
19. M. Sugeno and G. T. Kang, “Structure identification of fuzzy model,” Fuzzy Sets and Syst., vol. 28, pp. 15-33, 1988.
20. D. Filev, “Fuzzy modelling of complex systems,” Int. J. Approximate Reasoning, vol. 4, pp. 281-290, 1991.
21. C. Alsina, E. Trillas and L. Valverde, “On some logical connectives for fuzzy set theory,” J. Math Anal. and Appl., vol. 93, pp. 15-26, 1983.
22. D. Dubois and H. Prade, “A review of fuzzy sets aggregation connectives,” Inform. Sci, vol. 36, pp. 85-121, 1985.
23. P. P. Bonissone, “Selecting uncertainty calculi and granularity: An experiment in trading off precision and complexity,” in Proc. First Workshop Uncertainty in Artificial Intell., Los Angeles, 1985, pp. 57-66.
24. R. R. Yager, “On ordered weighted averaging aggregation operators in multicriteria decision making,” IEEE Trans. Syst., Man, Cybern., vol. 18, pp. 183-190, 1988.
25. “On the theory of bags,” Int. J. Gen. Syst., vol. 13, pp. 23-37, 1986.
26. “Cardinality of fuzzy sets via bags,” Mathematical Modeling, vol. 9, pp. 441-446, 1987.
27. D. Filev, “Towards the concept of quasilinear fuzzy systems,” Proc. Int. Conf. Fuzzy Logic and Neural Nets, Iizuka, Japan, 1990, pp. 761-765.
28. R. R. Yager, “A general approach to rule aggregation in fuzzy logic control,” Applied Intelligence, vol. 2, pp. 333-351, 1992.
29. “A note on projections of conditional possibility distributions in approximate reasoning,” Kybernetes, vol. 15, pp. 185-187, 1986.
30. “An alternative procedure for the calculation of fuzzy logic controller values,” J. Japanese Soc. Fuzzy Technol., vol. SOFT 3, 1991, pp. 736-746.
31. “Measures of specificity for possibility distributions,” in Proc. of IEEE Workshop on Languages for Automation: Cognitive Aspects in Information Processing, Palme de Mallorca, Spain, 1985, pp. 209-214.
32. “Specificity measures of possibility distributions,” in Proc. Tenth NAFIPS Meeting, Univ. Missouri, Columbia, MO, 1991, pp. 240-241.
33. R. Reiter, “A logic for default reasoning,” Artificial Intell, vol. 13, pp. 81-132, 1980.
34. “Nonmonotonic reasoning,” in Ann. Rev. Comput. Sci., vol 2. Palo Alto, CA: Annual Reviews, 1987, pp. 147-186.