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Volumn 23, Issue 1, 2008, Pages 1-11

Limit state function identification using Support Vector Machines for discontinuous responses and disjoint failure domains

Author keywords

Discontinuities; Disjoint failure domains; Limit state functions; Reliability based design optimization; Support Vector Machines

Indexed keywords

NUMERICAL ANALYSIS; OPTIMIZATION; RELIABILITY ANALYSIS;

EID: 38349074290     PISSN: 02668920     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.probengmech.2007.08.004     Document Type: Article
Times cited : (139)

References (23)
  • 2
    • 17444387475 scopus 로고    scopus 로고
    • Adaptive probability analysis using an enhanced hybrid mean value method
    • Youn B.D., Choi K.K., and Du L. Adaptive probability analysis using an enhanced hybrid mean value method. Structural and Multidisciplinary Optimization 29 2 (2005) 134-148
    • (2005) Structural and Multidisciplinary Optimization , vol.29 , Issue.2 , pp. 134-148
    • Youn, B.D.1    Choi, K.K.2    Du, L.3
  • 5
    • 36148986060 scopus 로고    scopus 로고
    • Controlling structural impact failure modes in the presence of uncertainty
    • 10.1007/s00158-007-0100-z
    • Missoum S. Controlling structural impact failure modes in the presence of uncertainty. Structural and Multidisciplinary Optimization (2007) 10.1007/s00158-007-0100-z
    • (2007) Structural and Multidisciplinary Optimization
    • Missoum, S.1
  • 8
    • 34247594204 scopus 로고    scopus 로고
    • A convex hull approach for the reliability-based design of nonlinear transient dynamic problems
    • 10.1016/j.cma.2006.12.008
    • Missoum S., Ramu P., and Haftka R.T. A convex hull approach for the reliability-based design of nonlinear transient dynamic problems. Computer Methods in Applied Mechanics and Engineering (2007) 10.1016/j.cma.2006.12.008
    • (2007) Computer Methods in Applied Mechanics and Engineering
    • Missoum, S.1    Ramu, P.2    Haftka, R.T.3
  • 12
    • 38349079206 scopus 로고    scopus 로고
    • Farag A, Mohamed RM. Regression using support vector machines: Basic report. Technical report. Louisville (KY, United States): Computer Vision and Image Processing Laboratory, Electrical and Computer Engineering Department, University of Louisville; 2004
  • 14
    • 84894824179 scopus 로고    scopus 로고
    • Giunta AA, Wojtkiewicz SF, Eldred MS. Overview of modern design of experiments methods for computational simulations. In: 41st AIAA Aerospace Sciences Meeting and Exhibit. 2003
  • 15
    • 11944264981 scopus 로고    scopus 로고
    • Optimal and orthogonal latin hypercube designs for computer experiments
    • Butler A.N. Optimal and orthogonal latin hypercube designs for computer experiments. Biometrika 88 3 (2001) 847-857
    • (2001) Biometrika , vol.88 , Issue.3 , pp. 847-857
    • Butler, A.N.1
  • 17
    • 0036079216 scopus 로고    scopus 로고
    • Beachkofski BK, Grandhi R. Improved distributed hypercube sampling. In: Proceedings of the 43rd conference AIAA/ASME/ASCE/AHS/ASC on Structures, Dynamics and Materials. Paper AIAA-2002-1274. April 2002
  • 18
  • 19
    • 0038156173 scopus 로고    scopus 로고
    • Hamerly G, Elkan C. Alternatives to the k-means algorithm that find better clusterings. In: 11th International conference on information and knowledge management, November 2002. p. 600-7
  • 20
    • 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 Journal 42 1 (2004) 124-131
    • (2004) AIAA Journal , vol.42 , Issue.1 , pp. 124-131
    • Youn, B.D.1    Choi, K.K.2
  • 21
    • 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. Structural and Multidisciplinary Optimization 24 (2002) 233-245
    • (2002) Structural and Multidisciplinary Optimization , vol.24 , pp. 233-245
    • Kharmanda, G.1    Mohamed, A.2    Lemaire, M.3
  • 23
    • 34248346299 scopus 로고    scopus 로고
    • Review of metamodeling techniques in support of engineering design optimization
    • Wang G., and Shan S. Review of metamodeling techniques in support of engineering design optimization. Journal of Mechanical Design 129 4 (2007) 370-380
    • (2007) Journal of Mechanical Design , vol.129 , Issue.4 , pp. 370-380
    • Wang, G.1    Shan, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.