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Volumn 3, Issue 5, 1992, Pages 807-814

Fuzzy Basis Functions, Universal Approximation, and Orthogonal Least-Squares Learning

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CONTROL SYSTEMS; LEARNING SYSTEMS; LEAST SQUARES APPROXIMATIONS;

EID: 0026928374     PISSN: 10459227     EISSN: 19410093     Source Type: Journal    
DOI: 10.1109/72.159070     Document Type: Article
Times cited : (2286)

References (21)
  • 1
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithm for radial basis function networks
    • Mar.
    • S. Chen, C. F. N. Cowan, and P. M. Grant, “Orthogonal least squares learning algorithm for radial basis function networks,” IEEE Trans. Neural Networks, vol. 2, pp. 302–309, Mar. 1991.
    • (1991) IEEE Trans. Neural Networks , vol.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.N.2    Grant, P.M.3
  • 2
    • 0024771664 scopus 로고
    • Orthogonal least squares methods and their application to nonlinear system identification
    • S. Chen, S. A. Billings, and W. Luo, “Orthogonal least squares methods and their application to nonlinear system identification,” Int. J. Contr., vol. 50, no. 5, pp. 1873–1896, 1989.
    • (1989) Int. J. Contr. , vol.50 , Issue.5 , pp. 1873-1896
    • Chen, S.1    Billings, S.A.2    Luo, W.3
  • 3
    • 0026173693 scopus 로고
    • Fuzzy logic for control of roll and moment for a flexible wing aircraft
    • S. Chiu, S. Chand, D. Moore, and A. Chaudhary, “Fuzzy logic for control of roll and moment for a flexible wing aircraft,” IEEE Control Systems Magazine, vol. 11, no. 4, pp. 42–48, 1991.
    • (1991) IEEE Control Systems Magazine , vol.11 , Issue.4 , pp. 42-48
    • Chiu, S.1    Chand, S.2    Moore, D.3    Chaudhary, A.4
  • 4
    • 0024861871 scopus 로고
    • Approximation by superpositions of a sigmoidal function
    • G. Cybenko, “Approximation by superpositions of a sigmoidal function,” Math. Control, Signals, and Systems, vol. 2, pp. 303–314, 1989.
    • (1989) Math. Control, Signals, and Systems , vol.2 , pp. 303-314
    • Cybenko, G.1
  • 5
    • 84941473892 scopus 로고    scopus 로고
    • Nonlinear control via approximate input-output linearization: The ball and beam example
    • to be published.
    • J. Hauser, S. Sastry, and P. Kokotovic, “Nonlinear control via approximate input-output linearization: The ball and beam example,” IEEE Trans. Automat. Contr., to be published.
    • IEEE Trans. Automat. Contr.
    • Hauser, J.1    Sastry, S.2    Kokotovic, P.3
  • 6
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • K. Hornik, M. Stinchcombe, and H. White, “Multilayer feedforward networks are universal approximators,” Neural Networks, vol. 2, pp. 359–366, 1989.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 8
    • 0002726936 scopus 로고
    • A fuzzy logic controller for aircraft flight control
    • M. Sugeno, Ed. Amsterdam: North-Holland
    • L. I. Larkin, “A fuzzy logic controller for aircraft flight control,” in Industrial Applications of Fuzzy Control, M. Sugeno, Ed. Amsterdam: North-Holland, 1985, pp. 87–104.
    • (1985) Industrial Applications of Fuzzy Control , pp. 87-104
    • Larkin, L.I.1
  • 9
    • 0025404409 scopus 로고
    • Fuzzy logic in control systems: Fuzzy logic controller, part I
    • C. C. Lee, “Fuzzy logic in control systems: Fuzzy logic controller, part I,” IEEE Trans. Syst., Man, Cybern., vol. 20, no. 2, pp. 404–418, 1990.
    • (1990) IEEE Trans. Syst., Man, Cybern. , vol.20 , Issue.2 , pp. 404-418
    • Lee, C.C.1
  • 10
    • 0025405010 scopus 로고
    • Fuzzy logic in control systems: Fuzzy logic controller, part II
    • C.C. Lee, “Fuzzy logic in control systems: Fuzzy logic controller, part II,” IEEE Trans. Syst., Man, Cybern., vol. 20, no. 2, pp. 419–435, 1990.
    • (1990) IEEE Trans. Syst., Man, Cybern. , vol.20 , Issue.2 , pp. 419-435
    • Lee, C.C.1
  • 13
    • 0001355838 scopus 로고
    • Radial basis functions for multivariable interpolation: A review
    • J. C. Mason and M. G. Cox, Eds., Oxford
    • M. J. D. Powell, “Radial basis functions for multivariable interpolation: A review,” in Algorithms for Approximation, J. C. Mason and M. G. Cox, Eds., Oxford, 1987, pp. 143–167.
    • (1987) Algorithms for Approximation , pp. 143-167
    • Powell, M.J.D.1
  • 16
    • 0026994365 scopus 로고
    • Fuzzy systems are universal approximators
    • (San Diego, CA), Mar
    • L.X. Wang, “Fuzzy systems are universal approximators,” in Proc. IEEE 1992 Int. Conf Fuzzy Systems (San Diego, CA), Mar. 1992, pp. 1163–1170.
    • (1992) Proc. IEEE 1992 Int. Conf Fuzzy Systems , pp. 1163
    • Wang, L.X.1
  • 17
    • 0026385823 scopus 로고
    • Generating fuzzy rules by learning from examples
    • (Washington, DC), also IEEE Trans. Syst., Man, Cybern., to be published
    • L.X. Wang and J.M. Mendel, “Generating fuzzy rules by learning from examples,” in Proc. 6th Int. Symp. Intelligent Control (Washington, DC), 1991, pp. 263-268; also IEEE Trans. Syst., Man, Cybern., to be published.
    • (1991) Proc. 6th Int. Symp. Intelligent Control , pp. 263-268
    • Wang, L.X.1    Mendel, J.M.2
  • 18
    • 4344572881 scopus 로고
    • Analysis and design of fuzzy logic controller
    • L.X. Wang and J.M. Mendel, “Analysis and design of fuzzy logic controller,” USC SIPI Rep. 184, 1991.
    • (1991) USC SIPI Rep , pp. 184
    • Wang, L.X.1    Mendel, J.M.2
  • 19
    • 0026984801 scopus 로고
    • backpropagation fuzzy systems as nonlinear dynamic system identifiers
    • San Diego, CA Mar
    • L.X. Wang and J.M. Mendel, “backpropagation fuzzy systems as nonlinear dynamic system identifiers,” in Proc. IEEE 1992 Int. Conf. Fuzzy Systems (San Diego, CA) Mar. 1992, pp. 1409–1418.
    • (1992) Proc. IEEE 1992 Int. Conf. Fuzzy Systems , pp. 1409
    • Wang, L.X.1    Mendel, J.M.2
  • 20
    • 0027167946 scopus 로고
    • Fuzzy adaptive filters, with application to nonlinear channel equalization
    • L.X. Wang and J.M. Mendel, “Fuzzy adaptive filters, with application to nonlinear channel equalization,” submitted to IEEE Trans. Fuzzy Systems, 1992.
    • (1992) submitted to IEEE Trans. Fuzzy Systems
    • Wang, L.X.1    Mendel, J.M.2
  • 21
    • 34248666540 scopus 로고
    • Fuzzy sets
    • L. A. Zadeh, “Fuzzy sets,” Informat. Control, vol. 8, pp. 338-353, 1965.
    • (1965) Informat. Control , vol.8 , pp. 338-353
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.