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Volumn 34, Issue 14-15, 2003, Pages 851-863

Application of stochastic approximation techniques in neural modelling and control

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; CONTROL SYSTEM SYNTHESIS; GRADIENT METHODS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; NONLINEAR CONTROL SYSTEMS; OPTIMIZATION; PERTURBATION TECHNIQUES; PREDICTIVE CONTROL SYSTEMS; RANDOM PROCESSES; THREE TERM CONTROL SYSTEMS;

EID: 1642455861     PISSN: 00207721     EISSN: None     Source Type: Journal    
DOI: 10.1080/00207720310001640296     Document Type: Article
Times cited : (6)

References (16)
  • 5
  • 6
    • 0026117466 scopus 로고
    • Gradient methods for the optimization of dynamical systems containing neural networks
    • Narendra, K. S., and Parthasarathy, K., 1991, Gradient methods for the optimization of dynamical systems containing neural networks. IEEE Transactions on Neural Networks, 2, 252-262.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , pp. 252-262
    • Narendra, K.S.1    Parthasarathy, K.2
  • 9
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart, D. E., Hinton, G. E., and Williams, R. J., 1986, Learning representations by back-propagating errors. Nature, 323, 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 10
    • 0026839090 scopus 로고
    • Multivariate stochastic approximation using a simultaneous perturbation gradient approximation
    • Spall, J. C., 1992, Multivariate stochastic approximation using a simultaneous perturbation gradient approximation. IEEE Transactions on Automatic Control, 37, 332-341.
    • (1992) IEEE Transactions on Automatic Control , vol.37 , pp. 332-341
    • Spall, J.C.1
  • 11
    • 0034290982 scopus 로고    scopus 로고
    • Adaptive stochastic approximation by the simultaneous perturbation method
    • Spall, J. C., 2000, Adaptive stochastic approximation by the simultaneous perturbation method. IEEE Transactions on Automatic Control, 45, 1839-1853.
    • (2000) IEEE Transactions on Automatic Control , vol.45 , pp. 1839-1853
    • Spall, J.C.1
  • 12
    • 0002129667 scopus 로고
    • Nonlinear adaptive control using neural networks: Estimation with smoothed form of simultaneous perturbation gradient approximation
    • Spall, J. C., and Cristion, J. A., 1994, Nonlinear adaptive control using neural networks: estimation with smoothed form of simultaneous perturbation gradient approximation. Statistica Sinica, 4, 1-27.
    • (1994) Statistica Sinica , vol.4 , pp. 1-27
    • Spall, J.C.1    Cristion, J.A.2
  • 14
    • 1642453481 scopus 로고
    • An architecture for adaptive neural control
    • Tan, Y., 1993, An architecture for adaptive neural control. Journal A, 34, 12-16.
    • (1993) Journal A , vol.34 , pp. 12-16
    • Tan, Y.1
  • 15
    • 0025503558 scopus 로고
    • Backpropagation through time: What it does and how to do it
    • Werbos, P. J., 1990, Backpropagation through time: what it does and how to do it. Proceedings of the IEEE, 78, 1550-1560.
    • (1990) Proceedings of the IEEE , vol.78 , pp. 1550-1560
    • Werbos, P.J.1
  • 16
    • 0036609449 scopus 로고    scopus 로고
    • A modified second order SPSA optimization algorithm for finite samples
    • Zhu, X., and Spall, J. C., 2002, A modified second order SPSA optimization algorithm for finite samples. Int. J. of Adaptive Control and Signal Processing, 16, 397-409.
    • (2002) Int. J. of Adaptive Control and Signal Processing , vol.16 , pp. 397-409
    • Zhu, X.1    Spall, J.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.