Fuzzy rules extraction by a hybrid method for pattern classification

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS

Volumn 3, Issue , 2001, Pages 1798-1803

  Wong, Ching Chang ^a   Lin, Bo Chen ^a   Chen, Chia Chong ^b  

^a TAMKANG UNIVERSITY   (Taiwan)

^b WUFENG INSTITUTE OF TECHNOLOGY   (Taiwan)

Author keywords

Fuzzy system; Genetic algorithms; Pattern classification; SVD QR method

Indexed keywords

DATA MINING; GENETIC ALGORITHMS; KNOWLEDGE ACQUISITION; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; MATRIX ALGEBRA; MEMBERSHIP FUNCTIONS; PARAMETER ESTIMATION; PATTERN RECOGNITION; ROUGH SET THEORY; VECTORS;

FITNESS FUNCTION; FUZZY RULES EXTRACTION; SINGULAR VALUE DECOMPOSITION;

FUZZY SETS;

EID: 0035792627     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. L. Davis (Ed.), Handbook of Genetic Algorithms, Van Nostrand Reinhold, New York, 1991.
2. D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley, Reading, MA, 1989.
3. G. H. Golub and C. F. Van Loan, Matrix Computations, MD: Johns Hopkins Univ. Press, 1989.
4. H. Ishibuchi, K. Nozaki, and H. Tanaka, "Distributed representation of fuzzy rules and its application to pattern classification," Fuzzy Sets and Systems, Vol. 52, 1992, pp. 21-32.
5. H. Ishibuchi, K. Nozaki, N. Yamamoto, and H. Tanaka, "Selecting fuzzy if then rules for classification problems using genetic algorithms," IEEE Trans. on Fuzzy Systems, Vol. 3, No. 3, 1995, pp. 260-270.
6. G. C. Mouzouris and J. M. Mendel, "Designing fuzzy logic systems for uncertain environments using a singular-value-QR decomposition method," IEEE Int. Conf. on Fuzzy Systems, 1996, pp. 295-301