Improved weighted fuzzy reasoning algorithm based on particle swarm optimization

Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, ICMLC 2007

Volumn 3, Issue , 2007, Pages 1304-1308

  An, Su Fang ^a   Liu, Kun Qi ^a   Liu, B O ^b   Cai, Xiu Feng ^a   Zhao, Shuang ^c   Wu, Jing Fang ^a  

^a HEBEI GEO UNIVERSITY   (China)

^b AGRICULTURAL UNIVERSITY OF HEBEI   (China)

^c HEBEI POLYTECHNIC UNIVERSITY   (China)

Author keywords

Maximum Fuzzy Entropy Principle; Overlapping; Particle swarm optimization; Weighted fuzzy reasoning

Indexed keywords

FUZZY RULES; OPTIMIZATION; PARAMETER ESTIMATION; PROBLEM SOLVING;

OVERLAPPING; WEIGHTED FUZZY REASONING;

ALGORITHMS;

EID: 38049055409     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2007.4370346     Document Type: Conference Paper

References (8)

1. D. S. Yeung, E. C. C. Tsang. Weighted fuzzy production rules. Fuzzy Sets System, vol. 88, pp. 299-313, 1997.
2. Y. F. Yuan, M. J. Shaw. Induction of fuzzy decision trees. Fuzzy Sets System, vol. 69, pp. 125-139, 1995.
3. D. S. Yeung X. Z. Wang, E. C. C. Tsang. Handling interaction in fuzzy production rule reasoning. IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics, vol.34, no.5, pp. 1-9, 2004.
4. X.Z Wang, F. Yang, Y. Li. A Discussion on the Overlapping in Fuzzy Production Rule Reasoning. IEEE Transactions on Systems, Man and Cybernetics, voll, pp. 4557-4562, 2006.
5. Kennedy. J, Eberhart. R, Particle swarm optimization, Proceeding of IEEE international conferences on Neural Networks, vol. 2, pp. 1942-1948, 1995.
6. L.Y. Yang, Z. Tan, G. W. Hu, Multiple classifier combination model based on particle swarm optimization, Mni-Micro Systems, vol 27, no. 7 pp. 1313-1316, 2006.
7. X. Z Wang, S. F. An. A research on learning weights of fuzzy production rules based on maximum fuzzy entropy. Journal of computer research and development, vol. 43, no. 4, pp. 673-678, 2006.
8. UCI repository of machine learning databases and domain theories, FTP address: ftp://ftp.ics.uci.edu/pub/machine-learning-databases, 2005.