메뉴 건너뛰기




Volumn 1, Issue PARTS A AND B, 2010, Pages 1055-1064

Sampling-based stochastic sensitivity analysis using score functions for RBDO problems with correlated random variables

Author keywords

Copula; Monte Carlo simulation; RBDO; Score functions; Stochastic sensitivity analyses; Surrogate model

Indexed keywords

COPULA; MONTE CARLO SIMULATION; RBDO; SCORE FUNCTION; STOCHASTIC SENSITIVITY ANALYSIS; SURROGATE MODEL;

EID: 80054988012     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/DETC2010-28591     Document Type: Conference Paper
Times cited : (2)

References (33)
  • 1
    • 34548678186 scopus 로고    scopus 로고
    • Design sensitivity analysis and optimization for minimizing springback of sheet-formed part
    • Yi, K., Choi, K.K., Kim, N.H., and Botkin, M.E., "Design Sensitivity Analysis and Optimization for Minimizing Springback of Sheet-Formed Part," Int. J. of Numerical Methods in Engineering, Vol. 71, pp. 1483-1511, 2007.
    • (2007) Int. J. of Numerical Methods in Engineering , vol.71 , pp. 1483-1511
    • Yi, K.1    Choi, K.K.2    Kim, N.H.3    Botkin, M.E.4
  • 2
    • 22944467181 scopus 로고    scopus 로고
    • Performance moment integration (PMI) method for quality assessment in reliability-based robust optimization
    • Youn, B.D., Choi, K.K., and Yi, K., "Performance Moment Integration (PMI) Method for Quality Assessment in Reliability-Based Robust Optimization," Mechanics Based Design of Structures and Machines, Vol. 33, No. 2, pp. 185-213, 2005.
    • (2005) Mechanics Based Design of Structures and Machines , vol.33 , Issue.2 , pp. 185-213
    • Youn, B.D.1    Choi, K.K.2    Yi, K.3
  • 3
    • 1542712596 scopus 로고    scopus 로고
    • Reliability-based design optimization for crashworthiness of vehicle side impact
    • Youn, B.D., Choi, K.K., Yang, R-J, Gu, L., "Reliability-Based Design Optimization for Crashworthiness of Vehicle Side Impact," Structural and Multidisciplinary Optimization, Vol. 26, No. 3-4, pp. 272-283, 2004.
    • (2004) Structural and Multidisciplinary Optimization , vol.26 , Issue.3-4 , pp. 272-283
    • Youn, B.D.1    Choi, K.K.2    Yang, R.-J.3    Gu, L.4
  • 4
    • 46049106497 scopus 로고    scopus 로고
    • Structural durability design optimization and its reliability assessment
    • Youn, B.D., Choi, K.K., and Tang, J., "Structural Durability Design Optimization and Its Reliability Assessment," International Journal of Product Development, Vol. 1, Nos. 3/4, pp. 383-401, 2005.
    • (2005) International Journal of Product Development , vol.1 , Issue.3-4 , pp. 383-401
    • Youn, B.D.1    Choi, K.K.2    Tang, J.3
  • 5
    • 11144271417 scopus 로고    scopus 로고
    • Parametric design sensitivity analysis of high frequency structural-acoustic problems using energy finite element method
    • Dong, J., Choi, K.K., Wang, A., Zhang, W., and Vlahopoulos, N., "Parametric Design Sensitivity Analysis of High Frequency Structural-Acoustic Problems Using Energy Finite Element Method," Int. J. of Numerical Methods in Engineering, Vol. 62, pp. 83-121, 2005.
    • (2005) Int. J. of Numerical Methods in Engineering , vol.62 , pp. 83-121
    • Dong, J.1    Choi, K.K.2    Wang, A.3    Zhang, W.4    Vlahopoulos, N.5
  • 6
    • 34347229022 scopus 로고    scopus 로고
    • Design sensitivity analysis and optimization of high frequency radiation problems using energy finite element and energy boundary element methods
    • Dong, J., Choi, K.K., Vlahopoulos, N., Wang, A., and Zhang, W., "Design Sensitivity Analysis and Optimization of High Frequency Radiation Problems Using Energy Finite Element and Energy Boundary Element Methods," AIAA Journal, Vol. 45, No. 6, pp. 1187-1198, 2007.
    • (2007) AIAA Journal , vol.45 , Issue.6 , pp. 1187-1198
    • Dong, J.1    Choi, K.K.2    Vlahopoulos, N.3    Wang, A.4    Zhang, W.5
  • 11
    • 0024144502 scopus 로고
    • Improvement of second-order reliability estimates by importance sampling
    • Hohenbichler, M., and Rackwitz, R., "Improvement of Second-Order Reliability Estimates by Importance Sampling," ASCE Journal of Engineering Mechanics, Vol. 114, No. 12, pp. 2195-2199, 1988.
    • (1988) ASCE Journal of Engineering Mechanics , vol.114 , Issue.12 , pp. 2195-2199
    • Hohenbichler, M.1    Rackwitz, R.2
  • 12
    • 0021385975 scopus 로고
    • Asymptotic approximations for multinormal integrals
    • Breitung, K., "Asymptotic Approximations for Multinormal Integrals," ASCE Journal of Engineering Mechanics, Vol. 110, No. 3, pp. 357-366, 1984.
    • (1984) ASCE Journal of Engineering Mechanics , vol.110 , Issue.3 , pp. 357-366
    • Breitung, K.1
  • 13
    • 33644872201 scopus 로고    scopus 로고
    • A univariate approximation at most probable point for higer-order reliability analysis
    • Rahman, S., and Wei, D., "A Univariate Approximation at Most Probable Point for Higer-Order Reliability Analysis," International Journal of Solids and Structures, Vol. 43, pp. 2820-2839, 2006.
    • (2006) International Journal of Solids and Structures , vol.43 , pp. 2820-2839
    • Rahman, S.1    Wei, D.2
  • 15
    • 54849408991 scopus 로고    scopus 로고
    • Inverse analysis method using MPP-based dimension reduction for reliability-based design optimization of nonlinear and multi-dimensional systems
    • Lee, I., Choi, K.K., Du, L., and Gorsich, D., "Inverse Analysis Method Using MPP-Based Dimension Reduction for Reliability-Based Design Optimization of Nonlinear and Multi-Dimensional Systems," Computer Methods in Applied Mechanics and Engineering, Vol. 198, No. 1, pp. 14-27, 2008.
    • (2008) Computer Methods in Applied Mechanics and Engineering , vol.198 , Issue.1 , pp. 14-27
    • Lee, I.1    Choi, K.K.2    Du, L.3    Gorsich, D.4
  • 16
    • 0003327553 scopus 로고    scopus 로고
    • A comprehensive robust design approach for decision trade-offs in complex systems design
    • Kalsi, M., Hacker, K., and Lewis, K., "A Comprehensive Robust Design Approach for Decision Trade-Offs in Complex Systems Design," ASME Journal of Mechanical Design, Vol. 123, No. 1, pp. 1-10, 2001.
    • (2001) ASME Journal of Mechanical Design , vol.123 , Issue.1 , pp. 1-10
    • Kalsi, M.1    Hacker, K.2    Lewis, K.3
  • 17
    • 0000057830 scopus 로고    scopus 로고
    • Automatic differentiation in robust optimization
    • Su, J., and Renaud, J. E., "Automatic Differentiation in Robust Optimization," AIAA Journal, Vol. 35, No. 6, pp. 1072-1079, 1997.
    • (1997) AIAA Journal , vol.35 , Issue.6 , pp. 1072-1079
    • Su, J.1    Renaud, J.E.2
  • 18
    • 4644360462 scopus 로고    scopus 로고
    • A univariate dimension-reduction method for multi-dimensional integration in stochastic mechanics
    • Rahman, S., and Xu, H., "A Univariate Dimension-Reduction Method for Multi-Dimensional Integration in Stochastic Mechanics," Probabilistic Engineering Mechanics, Vol. 19, pp. 393-408, 2004.
    • (2004) Probabilistic Engineering Mechanics , vol.19 , pp. 393-408
    • Rahman, S.1    Xu, H.2
  • 19
    • 10244251553 scopus 로고    scopus 로고
    • A generalized dimension-reduction method for multi-dimensional integration in stochastic mechanics
    • Xu, H., and Rahman, S., "A Generalized Dimension-Reduction Method for Multi-dimensional Integration in Stochastic Mechanics," International Journal for Numerical Methods in Engineering, Vol. 61, No. 12, pp. 1992-2019, 2004.
    • (2004) International Journal for Numerical Methods in Engineering , vol.61 , Issue.12 , pp. 1992-2019
    • Xu, H.1    Rahman, S.2
  • 21
    • 0347985413 scopus 로고    scopus 로고
    • A new response surface methodology for reliability-based design optimization
    • Youn, B.D. and Choi, K.K., "A New Response Surface Methodology for Reliability-Based Design Optimization," Computers and Structures, Vol. 82, Nos. 2-3, pp. 241-256, 2004.
    • (2004) Computers and Structures , vol.82 , Issue.2-3 , pp. 241-256
    • Youn, B.D.1    Choi, K.K.2
  • 22
    • 33747608155 scopus 로고    scopus 로고
    • A response surface and pattern search based hybrid optimization method and application to microelectronics
    • Zhang, T., Choi, K.K., Rahman, S., Cho, K., Perry, B., and Shakil, M., and Heitka, D., "A Response Surface and Pattern Search Based Hybrid Optimization Method and Application to Microelectronics," Structural and Multidisciplinary Optimization, Vol. 32, No. 4, pp. 327-345, 2006.
    • (2006) Structural and Multidisciplinary Optimization , vol.32 , Issue.4 , pp. 327-345
    • Zhang, T.1    Choi, K.K.2    Rahman, S.3    Cho, K.4    Perry, B.5    Shakil, M.6    Heitka, D.7
  • 23
    • 77953760338 scopus 로고    scopus 로고
    • Reliability-based design optimization using response surface method with prediction interval estimation
    • Kim, C. and Choi, K.K., "Reliability-Based Design Optimization Using Response Surface Method with Prediction Interval Estimation," ASME Journal of Mechanical Design, Vol. 130, No. 12, pp. 1-12, 2008.
    • (2008) ASME Journal of Mechanical Design , vol.130 , Issue.12 , pp. 1-12
    • Kim, C.1    Choi, K.K.2
  • 25
    • 59449094439 scopus 로고    scopus 로고
    • Reliability based design optimization of problems with correlated input variables using copulas
    • Noh, Y., Choi, K.K., and Du, L., "Reliability Based Design Optimization of Problems with Correlated Input Variables Using Copulas," Structural and Multidisciplinary Optimization, Vol. 38, No. 1, pp. 1-16, 2009.
    • (2009) Structural and Multidisciplinary Optimization , vol.38 , Issue.1 , pp. 1-16
    • Noh, Y.1    Choi, K.K.2    Du, L.3
  • 26
    • 67649221425 scopus 로고    scopus 로고
    • Reduction of transformation ordering effect in RBDO using MPP-based dimension reduction method
    • Noh, Y., Choi, K.K., and Lee, I., "Reduction of Transformation Ordering Effect in RBDO Using MPP-Based Dimension Reduction Method," AIAA Journal, Vol. 47, No. 4, pp. 994-1004, 2009.
    • (2009) AIAA Journal , vol.47 , Issue.4 , pp. 994-1004
    • Noh, Y.1    Choi, K.K.2    Lee, I.3
  • 27
    • 72149131458 scopus 로고    scopus 로고
    • Identification of marginal and joint CDFs using the Bayesian method for RBDO
    • Noh, Y., Choi, K.K., and Lee, I., "Identification of Marginal and Joint CDFs Using the Bayesian Method for RBDO," Structural and Multidisciplinary Optimization, Vol. 40, No. 1, pp. 35-51, 2010.
    • (2010) Structural and Multidisciplinary Optimization , vol.40 , Issue.1 , pp. 35-51
    • Noh, Y.1    Choi, K.K.2    Lee, I.3
  • 29
    • 63449136423 scopus 로고    scopus 로고
    • Stochastic sensitivity analysis by dimensional decomposition and score functions
    • Rahman, S., "Stochastic Sensitivity Analysis by Dimensional Decomposition and Score Functions," Probabilistic Engineering Mechanics, Vol. 24, pp. 278-287, 2009.
    • (2009) Probabilistic Engineering Mechanics , vol.24 , pp. 278-287
    • Rahman, S.1
  • 30
    • 44649122162 scopus 로고    scopus 로고
    • Design optimization with system-level reliability constraints
    • McDonald, M., and Mahadevan, S., "Design Optimization with System-Level Reliability Constraints," Journal of Mechanical Design, Vol. 130, No. 2, 21403, 2008.
    • (2008) Journal of Mechanical Design , vol.130 , Issue.2 , pp. 21403
    • McDonald, M.1    Mahadevan, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.