On rule pruning using fuzzy neural networks

Fuzzy Sets and Systems

Volumn 106, Issue 3, 1999, Pages 335-347

  Pal, Nikhil R ^b   Pal, Tandra ^a  

^a NATIONAL INSTITUTE OF TECHNOLOGY   (India)

^b NONE

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL SYSTEM ANALYSIS; FUZZY SETS; NEURAL NETWORKS;

CERTAINTY FACTORS; FUZZY NEURAL NETWORKS; RULE PRUNING;

FUZZY CONTROL;

EID: 0032593640     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-0114(97)00289-3     Document Type: Article

References (15)

1. [1] S. Abe, M.S. Lan, A method for fuzzy rules extraction directly from numerical data and its application to pattern recognition, IEEE Trans. Fuzzy Systems 3 (1) (1995) 18-28.
2. [2] J.M. Benitez, A. Blanco, I. Requena, An empirical procedure to obtain fuzzy rules using neural networks, in: Proc. VII IFSA World Congr., 95, Sao Paulo, Brazil, 1995, pp. 663-666.
3. [3] D. Driankov, H. Hellendoorn, M. Reinfrank, An Introduction to Fuzzy Control, Springer, New York, 1993.
4. [4] H. Ishibuchi, R. Fujioka, H. Tanaka, Neural networks that learn from fuzzy if-then rules, IEEE Trans. Fuzzy Systems 1 (2) (1993) 85-97.
5. [5] G.J. Klir, B. Yuan, Fuzzy Sets and Fuzzy Logic - Theory and Applications, Prentice-Hall, Englewood Cliffs, NJ, 1995.
6. [6] T. Kohonen, Self-organization and Associative Memory, Springer, Berlin, 1998.
7. [7] B. Kosko, Neural Networks and Fuzzy Systems, Prentice-Hall of India, New Delhi, 1994.
8. [8] C.C. Lee, Fuzzy logic in control system: fuzzy logic controller - part i, IEEE Trans. System Man Cybernet. SMC-20 (1990) 404-418.
9. [9] C.C. Lee, Fuzzy logic in control system:, fuzzy logic controller - part ii, IEEE Trans. System Man Cybernet. SMC-20 (1990) 419-435.
10. [10] K. Lee, D. Kwang, H.L. Wang, A fuzzy neural network model for fuzzy inference and rule tuning, Internat. J. Uncertainty, Fuzziness Knowledge-Based Systems 2 (3) (1994) 265-277.
11. [11] C. Lin, C.S.G. Lee, Neural-network-based fuzzy logic control and decision system. IEEE Trans. Comput. 40 (1991) 1320-1336.
12. [12] C.C. Li, C.J. Wu, Generating fuzzy rules for a neural fuzzy classifier, in: Proc. 3rd IEEE Internat. Conf. on Fuzzy Systems FUZZ IEEE '94, Orlando, 1994, pp. 1719-1724.
13. [13] S.K. Pal, N.R. Pal, Soft computing: goals, tools and feasibility, J. IETE 42 (4-5) (1996) 195-204.
14. [14] J.J. Shann, H.C. Fu, A fuzzy neural network for rule acquiring on fuzzy control system, Fuzzy Sets and Systems 71 (1995) 345-357.
15. [15] S. Yao, C. Wei, Z. He, Evolving fuzzy neural networks for extracting rules, in: Proc. 5th IEEE Internat. Conf. on Fuzzy Systems FUZZ IEEE '96, New Orleans, 1996, pp. 361-367.