Abstract
This paper presents an efficient algorithm for dealing with inexact reasoning where fuzzy production rules are used for knowledge representation. The finiteness of the algorithm is also analyzed by means of reachability trees.
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References
Buchanan, B. G. and Shortliffe, E. H., Rule-Based Expert Systems, Addison-Wesely (1984).
Chang, C. L., Introduction to Artificial Intelligence Technique, JMA Press (1985).
Chen, S. M., ‘A new approach to handling fuzzy decision making problems’, IEEE Trans. Syst. Man Cybern. SMC-18, 1012–1016 (1988).
Chen, S. M., Ke, J. S., and Chang, J. F., ‘Techniques of fuzzy query translation for database systems’, Proceedings of International Computer Symposium 1986, Vol. 3, pp. 1281–1290 (1986).
Chen, S. M., Ke, J. S., and Chang, J. F., ‘An efficient algorithm to handle medical diagnostic problems’, to appear in Cybernetics and Systems: An International Journal, 21 (1990).
Chen, S. M., Ke, J. S., and Chang, J. F., ‘Techniques for handling multicriteria fuzzy decision making problems’, Proceedings of the 4th International Symposium on Computer and Information Sciences, Turkey (1989).
Leung, K. S. and Lam, W., ‘A fuzzy expert system shell using both exact and inexact reasoning’, J. Automated Reasoning 5 207–233 (1989).
Looney, C. G. and Alfize, A. R., ‘Logical controls via Boolean rule matrix transformations’, IEEE Trans. Syst. Man Cybern. SMC-17, 1077–1082 (1987).
Looney, C. G., ‘Fuzzy Petri nets for rule-based decision making’, IEEE Trans. Syst. Man Cybern. SMC-18 178–183 (1988).
Negoita, C. V., Expert Systems and Fuzzy Systems, Benjamin/Cummings (1985).
Peterson, J. L., petri Nets, Theory and the Modeling of Systems, Prentice-Hall (1981).
Warfield, J., ‘Binary matrices in system modeling’, IEEE Trans. Syst. Man Cybern. SMC-3, 441–449 (1973).
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Chen, SM., Ke, JS. & Chang, JF. An inexact reasoning algorithm based on fuzzy rule matrix transformations. J Autom Reasoning 8, 77–90 (1992). https://doi.org/10.1007/BF00263450
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DOI: https://doi.org/10.1007/BF00263450