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Volumn 69, Issue 16-18, 2006, Pages 2097-2111

Dynamic pruning algorithm for multilayer perceptron based neural control systems

Author keywords

Conic sector; Dynamic pruning; Multilayer perceptron; Neural network; Robust control

Indexed keywords

ALGORITHMS; CLOSED LOOP CONTROL SYSTEMS; CONTROL SYSTEM SYNTHESIS; ESTIMATION; OPTIMAL CONTROL SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS); SYSTEM STABILITY;

EID: 33748413020     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2005.09.010     Document Type: Article
Times cited : (10)

References (31)
  • 1
    • 0001160588 scopus 로고
    • What size gives valide generalization
    • Baum E.B., and Haussler D. What size gives valide generalization. Neural Comput. 1 (1989) 151-160
    • (1989) Neural Comput. , vol.1 , pp. 151-160
    • Baum, E.B.1    Haussler, D.2
  • 2
    • 0035506245 scopus 로고    scopus 로고
    • An input-output based stabilization criterion for neural-network control of nonlinear systems
    • Canete J.F.D., Barreiro A., Cerezo A.G., and Moral I.G. An input-output based stabilization criterion for neural-network control of nonlinear systems. IEEE Trans. Neural Networks 12 (2001) 1491-1497
    • (2001) IEEE Trans. Neural Networks , vol.12 , pp. 1491-1497
    • Canete, J.F.D.1    Barreiro, A.2    Cerezo, A.G.3    Moral, I.G.4
  • 3
    • 0023984210 scopus 로고
    • Robustness analysis of discrete-time adaptive control systems using input-output stability theory: a tutorial
    • Cluett V.R., Shah L., and Fisher G. Robustness analysis of discrete-time adaptive control systems using input-output stability theory: a tutorial. IEE Proc. Part D 135 (1988) 133-141
    • (1988) IEE Proc. Part D , vol.135 , pp. 133-141
    • Cluett, V.R.1    Shah, L.2    Fisher, G.3
  • 6
  • 7
    • 0036130465 scopus 로고    scopus 로고
    • Direct adaptive NN control of a class of nonlinear systems
    • Ge S.S., and Wang C. Direct adaptive NN control of a class of nonlinear systems. IEEE Trans. Neural Networks 13 (2002) 214-221
    • (2002) IEEE Trans. Neural Networks , vol.13 , pp. 214-221
    • Ge, S.S.1    Wang, C.2
  • 8
    • 33748425803 scopus 로고    scopus 로고
    • B. Hassibi, D.G. Stork, Second-order derivatives for network pruning: optimal brain surgeon, Advances in Neural Information Processing Systems, 1993, pp. 164-171.
  • 10
    • 0035441467 scopus 로고    scopus 로고
    • Control of a class of nonlinear discrete-time systems using multilayer neural networks
    • Jagannathan S. Control of a class of nonlinear discrete-time systems using multilayer neural networks. IEEE Trans. Neural Networks 12 (2001) 1113-1120
    • (2001) IEEE Trans. Neural Networks , vol.12 , pp. 1113-1120
    • Jagannathan, S.1
  • 11
    • 0034271110 scopus 로고    scopus 로고
    • On overfitting, generalization, and randomly expanded training sets
    • Karystinos G.N., and Pados D.A. On overfitting, generalization, and randomly expanded training sets. IEEE Trans. Neural Networks 11 (2000) 1050-1057
    • (2000) IEEE Trans. Neural Networks , vol.11 , pp. 1050-1057
    • Karystinos, G.N.1    Pados, D.A.2
  • 12
    • 33748414396 scopus 로고    scopus 로고
    • Y. Le Cun, Generalization and network design strategies, Connectionism in Perspective, 1989, pp. 143-155.
  • 13
    • 33748413849 scopus 로고    scopus 로고
    • Y. Le Cun, J.S. Denker, S.A. Solla, Optimal brain damage, Advances in Neural Information Processing Systems 2, 1993, pp. 598-605.
  • 14
    • 3042605615 scopus 로고    scopus 로고
    • A robust neural controller for underwater robot manipulators
    • Lee M., and Choi H.-S. A robust neural controller for underwater robot manipulators. IEEE Trans. Neural Networks 11 (2000) 1465-1470
    • (2000) IEEE Trans. Neural Networks , vol.11 , pp. 1465-1470
    • Lee, M.1    Choi, H.-S.2
  • 16
    • 33748416540 scopus 로고    scopus 로고
    • J. Ni, Q. Song, Adaptive simultaneous perturbation based pruning for a class of nonlinear control systems, Neural Networks, submitted for publication.
  • 17
    • 0022186363 scopus 로고
    • Robustness of discrete-time direct adaptive controllers
    • Ortega R., Praly L., and Laudau I.D. Robustness of discrete-time direct adaptive controllers. IEEE Trans. Automat. Control 30 (1985) 1179-1187
    • (1985) IEEE Trans. Automat. Control , vol.30 , pp. 1179-1187
    • Ortega, R.1    Praly, L.2    Laudau, I.D.3
  • 18
    • 0026679595 scopus 로고
    • Learning and convergence analysis of neural-type structured networks
    • Polycarpou M.M., and Ioannou P.A. Learning and convergence analysis of neural-type structured networks. IEEE Trans. Neural Networks 3 (1992) 39-50
    • (1992) IEEE Trans. Neural Networks , vol.3 , pp. 39-50
    • Polycarpou, M.M.1    Ioannou, P.A.2
  • 19
    • 0022471098 scopus 로고
    • Learning representations by backpropagation errors
    • Rumelhart D.E., Hinton G.E., and Williams R.J. Learning representations by backpropagation errors. Nature 323 (1986) 533-536
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 21
    • 0036475762 scopus 로고    scopus 로고
    • Robust adaptive dead zone technology for fault-tolerant control of robot manipulators
    • Song Q., Hu W.J., Yin L., and Soh Y.C. Robust adaptive dead zone technology for fault-tolerant control of robot manipulators. J. Intell. Robotic Syst. 33 (2002) 113-137
    • (2002) J. Intell. Robotic Syst. , vol.33 , pp. 113-137
    • Song, Q.1    Hu, W.J.2    Yin, L.3    Soh, Y.C.4
  • 22
    • 0037355427 scopus 로고    scopus 로고
    • Robust neural controller for variable airflow volume system
    • Song Q., Hu W.J., and Zhao T.N. Robust neural controller for variable airflow volume system. IEE Proc. Control Theory Appl. 150 (2003) 112-118
    • (2003) IEE Proc. Control Theory Appl. , vol.150 , pp. 112-118
    • Song, Q.1    Hu, W.J.2    Zhao, T.N.3
  • 24
    • 85128564733 scopus 로고    scopus 로고
    • Q. Song, J.C. Spall, Y.C. Soh, Robust neural network tracking controller using simultaneous perturbation stochastic approximation, Proceedings of the IEEE Conference on Decision and Control, 9-12 December 2003, Maui, Hawaii, pp. 6194-6199.
  • 25
    • 0032594937 scopus 로고    scopus 로고
    • Robust backpropagation training algorithm for multilayered neural tracking controller
    • Song Q., Xiao J., and Soh Y.C. Robust backpropagation training algorithm for multilayered neural tracking controller. IEEE Trans. Neural Networks 10 (1999) 1133-1141
    • (1999) IEEE Trans. Neural Networks , vol.10 , pp. 1133-1141
    • Song, Q.1    Xiao, J.2    Soh, Y.C.3
  • 26
    • 0026839090 scopus 로고
    • Multivariate stochastic approximation using a simultaneous perturbation gradient approximation
    • Spall J.C. Multivariate stochastic approximation using a simultaneous perturbation gradient approximation. IEEE Trans. Automat. Control 37 (1992) 332-341
    • (1992) IEEE Trans. Automat. Control , vol.37 , pp. 332-341
    • Spall, J.C.1
  • 27
    • 0034290982 scopus 로고    scopus 로고
    • Adaptive stochastic approximation by the simultaneous perturbation method
    • Spall J.C. Adaptive stochastic approximation by the simultaneous perturbation method. IEEE Trans. Automat. Control 45 (2000) 1839-1853
    • (2000) IEEE Trans. Automat. Control , vol.45 , pp. 1839-1853
    • Spall, J.C.1
  • 28
    • 0031164073 scopus 로고    scopus 로고
    • A neural network controller for systems with unmodeled dynamics with applications to water plant treatment
    • Spall J.C., and Cristion J.A. A neural network controller for systems with unmodeled dynamics with applications to water plant treatment. IEEE Trans. Syst. Man Cybern. Part B 27 (1997) 369-375
    • (1997) IEEE Trans. Syst. Man Cybern. Part B , vol.27 , pp. 369-375
    • Spall, J.C.1    Cristion, J.A.2
  • 29
    • 0032164973 scopus 로고    scopus 로고
    • Model free control of nonlinear stochastic systems with discrete-time measurements
    • Spall J.C., and Cristion J.A. Model free control of nonlinear stochastic systems with discrete-time measurements. IEEE Trans. Automat. Control 43 (1998) 1198-1210
    • (1998) IEEE Trans. Automat. Control , vol.43 , pp. 1198-1210
    • Spall, J.C.1    Cristion, J.A.2
  • 30
    • 0032166140 scopus 로고    scopus 로고
    • Stable neural-network-based adaptive control for sampled-data nonlinear systems
    • Sun F., Sun Z., and Woo P. Stable neural-network-based adaptive control for sampled-data nonlinear systems. IEEE Trans. Neural Networks 9 (1998) 956-968
    • (1998) IEEE Trans. Neural Networks , vol.9 , pp. 956-968
    • Sun, F.1    Sun, Z.2    Woo, P.3
  • 31
    • 0032298235 scopus 로고    scopus 로고
    • A deterministic analysis of stochastic approximation with randomized directions
    • Wang I.J., and Chong E.K.P. A deterministic analysis of stochastic approximation with randomized directions. IEEE Trans. Automat. Control 43 (1998) 1745-1749
    • (1998) IEEE Trans. Automat. Control , vol.43 , pp. 1745-1749
    • Wang, I.J.1    Chong, E.K.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.