Optimizing fuzzy knowledge base by genetic algorithms and neural networks

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

Volumn 3, Issue , 1999, Pages

  Tsang, Eric C C ^a   Yeung, Daniel S ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY EXPERT SYSTEMS; FUZZY PRODUCTION RULES; KNOWLEDGE REFINEMENT PROBLEM;

EXPERT SYSTEMS; FUZZY SETS; GENETIC ALGORITHMS; ITERATIVE METHODS; KNOWLEDGE REPRESENTATION; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION; PROBLEM SOLVING;

LEARNING SYSTEMS;

EID: 19244372756     PISSN: 08843627     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Adlassnig, K.P. and Kolarz, CAD/AG-2: Computer-assisted medical diagnosis using fuzzy subsets, Approximate Reasoning in Decision Analysis, M.M. Gupta and E. Sanchez, Eds., New York, North-Holland, (1982), pp. 219-247.
2. Chen, S.M., A weighted fuzzy reasoning algorithm for medical diagnosis, Decision Support Systems, Vol. 11, (1994), pp. 37-43.
3. Whalen T.S., Financial Ratio analysis, Fuzzy Logic in Knowledge Engineering, H.Prade and C.V. Negoita, Eds., Cologue, Germany: Verlag TUV Rheinland, (1986).
4. Kosko, B., Neural Systems and Fuzzy Systems: A Dynamical Systems Approach to Machine Intelligence, Prentice Hall, (1992).
5. Oyama, T., Tano, S. and Arnould, T., A tuning method for fuzzy inference with fuzzy input and fuzzy output, IEEE Int. Conf. on Fuzzy Systems, Orlando, Jun, (1994), pp. 876-881.
6. Shann, J.J., Backpropagation learning for acquiring fine knowledge of fuzzy neural network, WCNN 93, Portland, Oregan, July 11-15, Vol. II, (1993), pp. 66-69.
7. Mohammadian, M. and Stonier, R.J., Tunning and Optimization of Membership functions of Fuzzy Logic Controllers by Genetic Algorithms, IEEE Int. Workshop on Robot and Human Communication, (1994), pp 356-361
8. Lynch, D.B. and Kuncicky, D.C., A Knowledge-Based Genetic Heuristic for Learning Certainty Factors, Proc. Of first IEEE Conf. On Evolutionary Computation, (1994), pp. 125-129.