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Volumn 226, Issue 5, 2012, Pages 448-454

Reliability assessment using feed-forward neural network-based approximate meta-models

Author keywords

extreme learning machine; feed forward neural network; Limit state function; Monte Carlo simulation; reliability index

Indexed keywords

APPROXIMATION ACCURACY; BACK PROPAGATION NEURAL NETWORKS; EXTREME LEARNING MACHINE; FEED-FORWARD; LIMIT STATE FUNCTIONS; META MODEL; MONTE CARLO SIMULATION; NETWORK-BASED; RELIABILITY ASSESSMENTS; RELIABILITY INDEX;

EID: 84873904441     PISSN: 1748006X     EISSN: 17480078     Source Type: Journal    
DOI: 10.1177/1748006X11433661     Document Type: Article
Times cited : (11)

References (14)
  • 1
    • 79952183709 scopus 로고    scopus 로고
    • Reliability based design optimization of knuckle component using conservative method of moving least squares meta-models
    • Song CY, Lee J. Reliability based design optimization of knuckle component using conservative method of moving least squares meta-models. Prob Engng Mech. 2011 ; 26 (2). 364-379
    • (2011) Prob Engng Mech , vol.26 , Issue.2 , pp. 364-379
    • Song, C.Y.1    Lee, J.2
  • 2
    • 0141961714 scopus 로고    scopus 로고
    • Competitive genetic algorithms with application to reliability optimal design
    • Dimou CK, Koumousis VK. Competitive genetic algorithms with application to reliability optimal design. Adv Engng Softw. 2003 ; 34: 773-785
    • (2003) Adv Engng Softw , vol.34 , pp. 773-785
    • Dimou, C.K.1    Koumousis, V.K.2
  • 3
    • 33748971921 scopus 로고    scopus 로고
    • Optimum design of shell structures with random geometric, material and thickness imperfections
    • Lagaros ND, Papadopoulos V. Optimum design of shell structures with random geometric, material and thickness imperfections. Int J Solids Struct. 2006 ; 43: 6948-6964
    • (2006) Int J Solids Struct , vol.43 , pp. 6948-6964
    • Lagaros, N.D.1    Papadopoulos, V.2
  • 4
    • 0035834544 scopus 로고    scopus 로고
    • Neural-network-based reliability analysis: A comparative study
    • Hurtado JE, Alvarez DA. Neural-network-based reliability analysis: a comparative study. Comput Methods Appl Mech Engng. 2001 ; 191: 113-132
    • (2001) Comput Methods Appl Mech Engng , vol.191 , pp. 113-132
    • Hurtado, J.E.1    Alvarez, D.A.2
  • 5
    • 0037036340 scopus 로고    scopus 로고
    • Reliability-based structural optimization using neural networks and Monte Carlo simulation
    • Papadrakakis M, Lagaros ND. Reliability-based structural optimization using neural networks and Monte Carlo simulation. Comput Methods Appl Mech Engng. 2002 ; 191: 3491-3507
    • (2002) Comput Methods Appl Mech Engng , vol.191 , pp. 3491-3507
    • Papadrakakis, M.1    Lagaros, N.D.2
  • 6
    • 28244434145 scopus 로고    scopus 로고
    • Reliability analysis of structures using neural network method
    • Elhewy AH, Mesbahi E, Pu Y. Reliability analysis of structures using neural network method. Prob Engng Mech. 2006 ; 21: 44-53
    • (2006) Prob Engng Mech , vol.21 , pp. 44-53
    • Elhewy, A.H.1    Mesbahi, E.2    Pu, Y.3
  • 7
    • 41549125936 scopus 로고    scopus 로고
    • A comparison of approximate response functions in structural reliability analysis
    • Bucher C, Most T. A comparison of approximate response functions in structural reliability analysis. Prob Engng Mech. 2008 ; 23 (2-3). 154-163
    • (2008) Prob Engng Mech , vol.23 , Issue.23 , pp. 154-163
    • Bucher, C.1    Most, T.2
  • 8
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • Huang G-B, Zhu Q-Y, Siew C-K. Extreme learning machine: theory and applications. Neurocomputing. 2006 ; 70: 489-501
    • (2006) Neurocomputing , vol.70 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 11
    • 33846901619 scopus 로고    scopus 로고
    • An enhancement of constraint feasibility in BPN based approximate optimization
    • Lee J, Jeong H, Choi D-H, et al. An enhancement of constraint feasibility in BPN based approximate optimization. Comput Methods Appl Mech Engng. 2007 ; 196: 2147-2160
    • (2007) Comput Methods Appl Mech Engng , vol.196 , pp. 2147-2160
    • Lee, J.1    Jeong, H.2    Choi, D.-H.3
  • 12
    • 34447523923 scopus 로고    scopus 로고
    • GA based meta-modeling of BPN architecture for constrained approximate optimization
    • Lee J, Kang S. GA based meta-modeling of BPN architecture for constrained approximate optimization. Int J Solids Struct. 2007 ; 44 (18-19). 5980-5993
    • (2007) Int J Solids Struct , vol.44 , Issue.1819 , pp. 5980-5993
    • Lee, J.1    Kang, S.2
  • 13
    • 36448937450 scopus 로고    scopus 로고
    • Derivative and GA based methods in metamodeling of back-propagation neural networks for constrained approximate optimization
    • Lee J, Jeong H, Kang S. Derivative and GA based methods in metamodeling of back-propagation neural networks for constrained approximate optimization. Struct Multidiscip Optim. 2008 ; 35 (1). 29-40
    • (2008) Struct Multidiscip Optim , vol.35 , Issue.1 , pp. 29-40
    • Lee, J.1    Jeong, H.2    Kang, S.3
  • 14
    • 77649339915 scopus 로고    scopus 로고
    • Application of bootstrap method in conservative estimation of reliability with limited sample
    • Picheny V, Kim NH, Haftka RT. Application of bootstrap method in conservative estimation of reliability with limited sample. Struct Multidiscip Optim. 2010 ; 41: 205-217
    • (2010) Struct Multidiscip Optim , vol.41 , pp. 205-217
    • Picheny, V.1    Kim, N.H.2    Haftka, R.T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.