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Volumn 198, Issue 47-48, 2009, Pages 3647-3655

A sampling-based approach for probabilistic design with random fields

Author keywords

Discontinuities; Explicit limit state functions; Probabilistic design; Proper orthogonal decomposition; Random fields; Support vector machine

Indexed keywords

DISCONTINUITIES; EXPLICIT LIMIT STATE FUNCTIONS; PROBABILISTIC DESIGN; PROPER ORTHOGONAL DECOMPOSITION; RANDOM FIELDS;

EID: 70349423533     PISSN: 00457825     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cma.2009.07.003     Document Type: Article
Times cited : (42)

References (25)
  • 3
    • 0036748663 scopus 로고    scopus 로고
    • Efficient reliability-based design optimization using a hybrid space with application to finite element analysis
    • Kharmanda G., Mohamed A., and Lemaire M. Efficient reliability-based design optimization using a hybrid space with application to finite element analysis. Struct. Multidiscip. Opt. 24 (2002) 233-245
    • (2002) Struct. Multidiscip. Opt. , vol.24 , pp. 233-245
    • Kharmanda, G.1    Mohamed, A.2    Lemaire, M.3
  • 4
    • 0842312240 scopus 로고    scopus 로고
    • Selecting probabilistic approaches for reliability-based design optimization
    • Youn B.D., and Choi K.K. Selecting probabilistic approaches for reliability-based design optimization. AIAA J. 42 1 (2004) 124-131
    • (2004) AIAA J. , vol.42 , Issue.1 , pp. 124-131
    • Youn, B.D.1    Choi, K.K.2
  • 6
    • 33749239058 scopus 로고    scopus 로고
    • Sequential kriging optimization using multiple-fidelity evaluations
    • Huang D., Allen T.T., Notz W.I., and Miller R.A. Sequential kriging optimization using multiple-fidelity evaluations. Struct. Multidiscip. Opt. 32 (2006) 369-382
    • (2006) Struct. Multidiscip. Opt. , vol.32 , pp. 369-382
    • Huang, D.1    Allen, T.T.2    Notz, W.I.3    Miller, R.A.4
  • 8
    • 34247594204 scopus 로고    scopus 로고
    • A convex hull approach for the reliability-based design of nonlinear transient dynamic problems
    • Missoum S., Ramu P., and Haftka R.T. A convex hull approach for the reliability-based design of nonlinear transient dynamic problems. Comput. Meth. Appl. Mech. Engrg. 196 (2007) 2895-2906
    • (2007) Comput. Meth. Appl. Mech. Engrg. , vol.196 , pp. 2895-2906
    • Missoum, S.1    Ramu, P.2    Haftka, R.T.3
  • 9
    • 38349074290 scopus 로고    scopus 로고
    • Limit state function identification using support vector machines for discontinuous responses and disjoint failure domains
    • Basudhar A., Missoum S., and Sanchez A.H. Limit state function identification using support vector machines for discontinuous responses and disjoint failure domains. Prob. Engrg. Mech. 23 1 (2008) 1-11
    • (2008) Prob. Engrg. Mech. , vol.23 , Issue.1 , pp. 1-11
    • Basudhar, A.1    Missoum, S.2    Sanchez, A.H.3
  • 10
    • 49049115700 scopus 로고    scopus 로고
    • Adaptive explicit decision functions for probabilistic design and optimization using support vector machines
    • Basudhar A., and Missoum S. Adaptive explicit decision functions for probabilistic design and optimization using support vector machines. Comput. Struct. 86 19-20 (2008) 1904-1917
    • (2008) Comput. Struct. , vol.86 , Issue.19-20 , pp. 1904-1917
    • Basudhar, A.1    Missoum, S.2
  • 12
    • 0036171048 scopus 로고    scopus 로고
    • Stochastic finite element analysis of seismic soil structure interaction
    • Ghiocel D., and Ghanem R. Stochastic finite element analysis of seismic soil structure interaction. J. Engrg. Mech. ASCE 128 1 (2002) 66-77
    • (2002) J. Engrg. Mech. ASCE , vol.128 , Issue.1 , pp. 66-77
    • Ghiocel, D.1    Ghanem, R.2
  • 14
    • 33847414385 scopus 로고    scopus 로고
    • Collocation-based stochastic finite element analysis for random field problems
    • Huang S., Mahadevan S., and Rebba R. Collocation-based stochastic finite element analysis for random field problems. Prob. Engrg. Mech. 22 (2007) 194-205
    • (2007) Prob. Engrg. Mech. , vol.22 , pp. 194-205
    • Huang, S.1    Mahadevan, S.2    Rebba, R.3
  • 15
    • 42649101999 scopus 로고    scopus 로고
    • Probabilistic optimal design in the presence of random fields
    • Missoum S. Probabilistic optimal design in the presence of random fields. Struct. Multidiscip. Opt. 35 6 (2008) 523-530
    • (2008) Struct. Multidiscip. Opt. , vol.35 , Issue.6 , pp. 523-530
    • Missoum, S.1
  • 16
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • Turk M., and Pentland A. Eigenfaces for recognition. J. Cogn. Neurosci. 3 1 (1991) 71-86
    • (1991) J. Cogn. Neurosci. , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 18
    • 33745685261 scopus 로고    scopus 로고
    • Comparison of pure and "latinized" centroidal Voronoi tesselation against various other statistical sampling methods
    • Romero V.J., Burkardt J.V., Gunzburger M.D., and Peterson J.S. Comparison of pure and "latinized" centroidal Voronoi tesselation against various other statistical sampling methods. J. Reliab. Engrg. Syst. Safety 91 10-11 (2006)
    • (2006) J. Reliab. Engrg. Syst. Safety , vol.91 , Issue.10-11
    • Romero, V.J.1    Burkardt, J.V.2    Gunzburger, M.D.3    Peterson, J.S.4
  • 19
    • 0001138328 scopus 로고
    • A k-means clustering algorithm
    • Hartigan J.A., and Wong M.A. A k-means clustering algorithm. Appl. Stat. 28 (1979) 100-108
    • (1979) Appl. Stat. , vol.28 , pp. 100-108
    • Hartigan, J.A.1    Wong, M.A.2
  • 21
    • 0037007759 scopus 로고    scopus 로고
    • Proper orthogonal decomposition and its applications - Part I: Theory
    • Liang Y.C., Lee H.P., Lim S.P., Lin W.Z., Lee K.H., and Wu C.G. Proper orthogonal decomposition and its applications - Part I: Theory. J. Sound Vibr. 252 3 (2002) 527-544
    • (2002) J. Sound Vibr. , vol.252 , Issue.3 , pp. 527-544
    • Liang, Y.C.1    Lee, H.P.2    Lim, S.P.3    Lin, W.Z.4    Lee, K.H.5    Wu, C.G.6
  • 22
    • 0000246863 scopus 로고
    • Turbulence and the dynamics of coherent structures - Part 1: Coherent structures
    • Sirovich L. Turbulence and the dynamics of coherent structures - Part 1: Coherent structures. Quart. Appl. Math. 45 3 (1987) 561-571
    • (1987) Quart. Appl. Math. , vol.45 , Issue.3 , pp. 561-571
    • Sirovich, L.1
  • 23
    • 85067321902 scopus 로고    scopus 로고
    • Proper orthogonal decomposition extensions for parametric applications in transonic aerodynamics
    • Orlando Florida, Orlando, Florida, September
    • T. Bui-Thanh, M. Damodaran, K. Willcox, Proper orthogonal decomposition extensions for parametric applications in transonic aerodynamics, in: 21 st AIAA Applied Aerodynamics Conference, Orlando Florida, Orlando, Florida, September 2003.
    • (2003) 21 st AIAA Applied Aerodynamics Conference
    • Bui-Thanh, T.1    Damodaran, M.2    Willcox, K.3
  • 24
    • 0003425664 scopus 로고    scopus 로고
    • Support vector machines for classification and regression
    • Technical Report ISIS-1-98, Department of Electronics and Computer Science, University of Southampton
    • S.R. Gunn, Support vector machines for classification and regression, Technical Report ISIS-1-98, Department of Electronics and Computer Science, University of Southampton, 1998.
    • (1998)
    • Gunn, S.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.