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Volumn 62, Issue 4, 1995, Pages 749-766

Model validation tests for multivariable nonlinear models including neural networks

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; HIERARCHICAL SYSTEMS; IDENTIFICATION (CONTROL SYSTEMS); LEARNING SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; NONLINEAR SYSTEMS;

EID: 0029394502     PISSN: 00207179     EISSN: 13665820     Source Type: Journal    
DOI: 10.1080/00207179508921566     Document Type: Article
Times cited : (70)

References (13)
  • 1
    • 0024766412 scopus 로고
    • Extended model set, global data and threshold model identification of severely nonlinear systems
    • BILLINGS, S. A., and CHEN, S., 1989, Extended model set, global data and threshold model identification of severely nonlinear systems. International Journal of Control, 50, 1897-1923.
    • (1989) International Journal of Control , vol.50 , pp. 1897-1923
    • Billings, S.A.1    Chen, S.2
  • 2
    • 0020783066 scopus 로고
    • Structure detection and model validity tests in the identification of nonlinear systems
    • Part D, 130, 193-199; 1986, Correlation based model validity tests for nonlinear models.Intrnationall Journal of Control
    • BILLINGS, S. A., and VOON, W. S. F., 1983, Structure detection and model validity tests in the identification of nonlinear systems. Proceedings of the Institution of Electrical Engineers, Part D, 130, 193-199; 1986, Correlation based model validity tests for nonlinear models. Intrnationall Journal of Control, 44, 235-244.
    • (1983) Proceedings of the Institution of Electrical Engineers , vol.44 , pp. 235-244
    • Billings, S.A.1    Voon, W.2
  • 3
    • 0001658853 scopus 로고
    • Nonlinear model validation using correlation tests
    • BLLINGS, S. A., and ZHU, Q. M., 1994, Nonlinear model validation using correlation tests. International Journal of Control, 60, 1107-1120.
    • (1994) International Journal of Control , vol.60 , pp. 1107-1120
    • Bllings, S.A.1    Zhu, Q.M.2
  • 4
    • 0024685547 scopus 로고
    • Identification of MIMO nonlinear systems using a forward regression orthogonal estimator
    • BILLINGS, S. A., CHEN, S., and KORENBERG, M. J., 1989, Identification of MIMO nonlinear systems using a forward regression orthogonal estimator. International Journal of Control, 49. 2157-2189.
    • (1989) International Journal of Control , vol.49 , pp. 2157-2189
    • Billings, S.A.1    Chen, S.2    Korenberg, M.J.3
  • 5
    • 0001394655 scopus 로고
    • On the problem of ambiguities in maximum likelihood identification
    • 7, 199-210; 1978, Maximum power validation of models without higher order fitting.Automatica
    • BOHLIN, T., 1971. On the problem of ambiguities in maximum likelihood identification. Automatica, 7, 199-210; 1978, Maximum power validation of models without higher order fitting. Automatica, 14, 137-146.
    • (1971) Automatica , vol.14 , pp. 137-146
    • Bohlin, T.1
  • 7
    • 84945595789 scopus 로고
    • Distribution of residual autocorrelations in autoregressive integrated moving average time series models
    • Box, G. E. P., and PIERCE, D. A., 1970, Distribution of residual autocorrelations in autoregressive integrated moving average time series models. Journal of American Statistical Society, 65, 1509-1526.
    • (1970) Journal of American Statistical Society , vol.65 , pp. 1509-1526
    • Box, G.1    Pierce, D.A.2
  • 8
    • 84947626826 scopus 로고
    • Recursive hybrid algorithm for nonlinearsystem identification using radial basis function network
    • CUEN, S., BILLINGS, S. A., and GRANT, P. W., 1992, Recursive hybrid algorithm for nonlinear system identification using radial basis function network. International Journal of Control, 55, 1051-1070.
    • (1992) International Journal Of control , vol.55 , pp. 1051-1070
    • Cuen, S.1    Billings, S.A.2    Grant, P.W.3
  • 10
    • 84986870062 scopus 로고
    • On the identification of some bilinear time series models
    • KUMAR, K., 1986, On the identification of some bilinear time series models. Journal of Time Series Analysis, 7,117-122.
    • (1986) Journal of Time Series Analysis , vol.7 , pp. 117-122
    • Kumar, K.1
  • 13
    • 0025220903 scopus 로고
    • On covariance function tests used in system identification
    • SODERSTROM, T., and STOICA, P., 1990, On covariance function tests used in system identification. Automatica, 26, 125-133.
    • (1990) Automatica , vol.26 , pp. 125-133
    • Soderstro, T.1    Stoic, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.