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Volumn 132, Issue 12, 2006, Pages 1301-1312

New approach to designing multilayer feedforward neural network architecture for modeling nonlinear restoring forces. II: Applications

Author keywords

Design; Dynamic response; Models; Neural networks; Parameters

Indexed keywords

COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; DEGREES OF FREEDOM (MECHANICS); FEEDFORWARD NEURAL NETWORKS; MATHEMATICAL MODELS; MULTILAYER NEURAL NETWORKS;

EID: 33751071584     PISSN: 07339399     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0733-9399(2006)132:12(1301)     Document Type: Article
Times cited : (26)

References (18)
  • 1
    • 38249021289 scopus 로고
    • "Developments in the force-state mapping technique for nonlinear systems and the extension to the location of nonlinear elements in a lumped-parameter system"
    • MSSPEP 0888-270
    • Al-Hadid, M., and Wright, J. (1989). "Developments in the force-state mapping technique for nonlinear systems and the extension to the location of nonlinear elements in a lumped-parameter system." Mech. Syst. Signal Process.MSSPEP0888-3270, 3(3), 269-290.
    • (1989) Mech. Syst. Signal Process. , vol.3 , Issue.3 , pp. 269-290
    • Al-Hadid, M.1    Wright, J.2
  • 2
    • 0028977380 scopus 로고
    • "Identification of hysteretic oscillators under earthquake loading by nonparametric models"
    • JENMDT 0733-9399 10.1061/(ASCE)0733-9399():5(606)
    • Benedettini, F., Capecchi, D., and Vestroni, F. (1995). "Identification of hysteretic oscillators under earthquake loading by nonparametric models." J. Eng. Mech.JENMDT0733-939910.1061/ (ASCE)0733-9399(1995)121:5(606), 121(5), 606-612.
    • (1995) J. Eng. Mech. , vol.121 , Issue.5 , pp. 606-612
    • Benedettini, F.1    Capecchi, D.2    Vestroni, F.3
  • 3
    • 0024861871 scopus 로고
    • "Approximation by superpositions of sigmoidal function"
    • ZZZZZZ 093-4194
    • Cybenko, G. (1989). "Approximation by superpositions of sigmoidal function." Math. Control, Signals, Syst.ZZZZZZ0932-4194, 2, 303-314.
    • (1989) Math. Control, Signals, Syst. , vol.2 , pp. 303-314
    • Cybenko, G.1
  • 6
    • 0024880831 scopus 로고
    • "Multilayer feedforward networks are universal approximators"
    • NNETEB 0893-6080 10.1016/0893-6080(89)9000-8
    • Hornik, K., Stinchcombe, M., and White, H. (1989). "Multilayer feedforward networks are universal approximators." Neural NetworksNNETEB0893-608010.1016/0893-6080(89)90020-8, 2, 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 7
    • 0343296749 scopus 로고
    • "Neural net and traditional classifiers"
    • D. Anderson ed., American Institute of Physics, New York
    • Huang, W., and Lippmann, R. (1988). "Neural net and traditional classifiers." Neural information processing systems, D. Anderson ed., American Institute of Physics, New York, 387-396.
    • (1988) Neural Information Processing Systems , pp. 387-396
    • Huang, W.1    Lippmann, R.2
  • 8
    • 0025503458 scopus 로고
    • "Constructive approximations for neural networks by sigmoidal functions"
    • IEEPAD 0018-9219 10.1109/5.58342
    • Jones, L. (1990). "Constructive approximations for neural networks by sigmoidal functions." Proc. IEEEIEEPAD0018-921910.1109/5.58342, 78(10), 1586-1589.
    • (1990) Proc. IEEE , vol.78 , Issue.10 , pp. 1586-1589
    • Jones, L.1
  • 10
    • 0019896064 scopus 로고
    • "Non-parametric identification of a class of nonlinear multidegree dynamic systems"
    • IJEEBG 0098-8847
    • Masri, S., Bekey, G., Sassi, H., and Caughey, T. (1982). "Non-parametric identification of a class of nonlinear multidegree dynamic systems." Earthquake Eng. Struct. Dyn.IJEEBG0098-8847, 10, 1-30.
    • (1982) Earthquake Eng. Struct. Dyn. , vol.10 , pp. 1-30
    • Masri, S.1    Bekey, G.2    Sassi, H.3    Caughey, T.4
  • 11
    • 85004210148 scopus 로고
    • "A nonparametric identification technique for nonlinear dynamic problems"
    • JAMCAV 0021-8936
    • Masri, S., and Caughey, T. (1979). "A nonparametric identification technique for nonlinear dynamic problems." J. Appl. Mech.JAMCAV0021-8936, 46, 433-447.
    • (1979) J. Appl. Mech. , vol.46 , pp. 433-447
    • Masri, S.1    Caughey, T.2
  • 12
    • 0005139453 scopus 로고
    • "Identification of nonlinear system parameters in space structure joints using the force-state mapping technique"
    • Report No. SSL#16-85, MIT Space Systems Lab., Cambridge, Mass
    • O'Donnell, K., and Crawley, E. (1985). "Identification of nonlinear system parameters in space structure joints using the force-state mapping technique." Report No. SSL#16-85, MIT Space Systems Lab., Cambridge, Mass.
    • (1985)
    • O'Donnell, K.1    Crawley, E.2
  • 13
    • 0242601393 scopus 로고    scopus 로고
    • "Parametric and nonparametric identification of nonlinear systems"
    • Ph.D. dissertation, Columbia Univ., New York
    • Pei, J.-S. (2001). "Parametric and nonparametric identification of nonlinear systems," Ph.D. dissertation, Columbia Univ., New York.
    • (2001)
    • Pei, J.-S.1
  • 14
    • 33751081518 scopus 로고    scopus 로고
    • "A new approach to designing multilayer feedforward neural network architecture for modeling nonlinear restoring forces. I: Formulation"
    • JENMDT 0733-9399
    • Pei, J.-S., and Smyth, A. (2006). "A new approach to designing multilayer feedforward neural network architecture for modeling nonlinear restoring forces. I: Formulation." J. Eng. Mech.JENMDT0733-9399, 132(12), 1290-1300.
    • (2006) J. Eng. Mech. , vol.132 , Issue.12 , pp. 1290-1300
    • Pei, J.-S.1    Smyth, A.2
  • 15
    • 3042512063 scopus 로고    scopus 로고
    • "Analysis and modification of volterra/wiener neural networks for identification of nonlinear hysteretic dynamic systems"
    • JSVIAG 0022-460X
    • Pei, J., Smyth, A., and Kosmatopoulos, E. (2004). "Analysis and modification of volterra/wiener neural networks for identification of nonlinear hysteretic dynamic systems." J. Sound Vib.JSVIAG0022-460X, 275(3-5), 693-718.
    • (2004) Sound Vib. , vol.275 , Issue.3-5 , pp. 693-718
    • Pei, J.1    Smyth, A.2    Kosmatopoulos, E.3
  • 16
    • 0006553616 scopus 로고    scopus 로고
    • "Analytical and experimental studies in nonlinear system identification and modeling for structural control"
    • Ph.D. dissertation, Univ. of Southern California, Los Angeles
    • Smyth, A. (1998). "Analytical and experimental studies in nonlinear system identification and modeling for structural control," Ph.D. dissertation, Univ. of Southern California, Los Angeles.
    • (1998)
    • Smyth, A.1
  • 17
    • 0036885426 scopus 로고    scopus 로고
    • "Development of adaptive modeling techniques for nonlinear hysteretic systems"
    • IJNMAG 0020-7462 10.1016/S0020-7462(02)00031-8
    • Smyth, A., Kosmatopoulos, E., Masri, S., Chassiakos, A., and Caughey, T. (2002). "Development of adaptive modeling techniques for nonlinear hysteretic systems." Int. J. Non-Linear Mech.IJNMAG0020-746210.1016/ S0020-7462(02)00031-8, 37, 1435-1451.
    • (2002) Int. J. Non-Linear Mech. , vol.37 , pp. 1435-1451
    • Smyth, A.1    Kosmatopoulos, E.2    Masri, S.3    Chassiakos, A.4    Caughey, T.5
  • 18
    • 85024528850 scopus 로고
    • "Methods of random vibration for inelastic structures"
    • AMREAD 0003-6900
    • Wen, Y. (1989). "Methods of random vibration for inelastic structures." Appl. Mech. Rev.AMREAD0003-6900, 42(2), 39-52.
    • (1989) Appl. Mech. Rev. , vol.42 , Issue.2 , pp. 39-52
    • Wen, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.