A singular-value-QR decomposition based method for training fuzzy logic systems in uncertain environments

Journal of Intelligent and Fuzzy Systems

Volumn 5, Issue 4, 1997, Pages 367-374

  Mouzouris, George C ^a   Mendel, Jerry M ^a  

^a University of Southern California ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 22044442216     PISSN: 10641246     EISSN: None     Source Type: Journal    
DOI: 10.3233/ifs-1997-5408     Document Type: Article

References (13)

1. Chen S, Billings SA, Luo W (1989): "Orthogonal least squares methods and their application to nonlinear system identification." Int. J. Control. 50(5): 1873-1896.
2. Golub GH, Van Loan CF (1983): Matrix Computations. MD: Johns Hopkins Univ. Press.
3. Golub GH, Reinsch C (1970): "Singular value decomposition and least squares solutions." Numer. Math. (14): 403-420.
4. Golub GH (1965): "Numerical methods for solving least squares problems." Numer. Math. (7): 206-216.
5. Hauser J, Sastry S, Kokotovic P (1992): "Nonlinear control via approximate input-output linearization." IEEETrans. on Automatic Control. AC-37(3): 392-398.
6. Jang JSR (1992): "Self-learning fuzzy controllers based on temporal back-propagation." IEEE Trans. on Neural Networks. 3: 714-723.
7. Mouzouris GC, Mendel JM (1994): "Non-singleton fuzzy logic systems." In Proc. IEEE World Congress on Computational Intelligence. Orlando: FL, pp. 456-461.
8. Mouzouris GC, Mendel JM (1995a): "Non-singleton fuzzy logic systems: theory and application." Submitted for publication.
9. Mouzouris GC, Mendel JM (1995b): "Nonlinear time-series analysis with non-singleton fuzzy logic systems." In IEEE Conf. on Computational Intelligence for Financial Engin. New York: NY, pp. 47-56.
10. Narendra KS, Parthasarathy K (1990): "Identification and control of dynamical systems using neural networks." IEEE Trans. on Neural Networks 1(1): 2-27.
11. Sastry PS, Santharam G, Unnikrishnan KP (1994): "Memory Neuron networks for identification ana control of dynamical systems." IEEE Trans. on Neural Networks 5(2): 306-319.
12. Wang LX, Mendel JM (1992a): "Fuzzy basis functions, universal approximation, and orthogonal least squares learning," IEEE Trans. on Neural Networks 3(5): 807-813.
13. Wang LX, Mendel JM (1992b): "Back-propagation fuzzy systems as non-linear dynamic system identifiers." In Proc. IEEE International Cent. on Fuzzy Systems San Diego: CA, pp. 1409-1418.