Decoupled reliability-based optimization using Markov chain Monte Carlo in augmented space
作者： Marcos A. Valdebenito , Hector A. Jensen , Xiukai Yuan , Xiukai Yuan , Michael Beer
DOI: 10.1016/J.ADVENGSOFT.2021.103020
关键词:
摘要: … problems without even a single reliability analysis is proposed. It … by means of Markov chain Monte Carlo simulation. In this … tire and suspension respectively; c 1 and c 2 are the damping …
sci-hub.st 参考文章(38)
Xiukai Yuan, Zhenzhou Lu, Changcong Zhou, Zhufeng Yue, A novel adaptive importance sampling algorithm based on Markov chain and low-discrepancy sequence Aerospace Science and Technology. ,vol. 29, pp. 253- 261 ,(2013) , 10.1016/J.AST.2013.03.008
Chwail Kim, K. K. Choi, Reliability-Based Design Optimization Using Response Surface Method With Prediction Interval Estimation Journal of Mechanical Design. ,vol. 130, pp. 121401- ,(2008) , 10.1115/1.2988476
T. Zou, S. Mahadevan, A direct decoupling approach for efficient reliability-based design optimization Structural and Multidisciplinary Optimization. ,vol. 31, pp. 190- 200 ,(2006) , 10.1007/S00158-005-0572-7
P.S. Koutsourelakis, Design of complex systems in the presence of large uncertainties: A statistical approach Computer Methods in Applied Mechanics and Engineering. ,vol. 197, pp. 4092- 4103 ,(2007) , 10.1016/J.CMA.2008.04.012
A.A. Taflanidis, J.L. Beck, Stochastic Subset Optimization for optimal reliability problems Probabilistic Engineering Mechanics. ,vol. 23, pp. 324- 338 ,(2008) , 10.1016/J.PROBENGMECH.2007.12.011
Siu-Kui Au, James L. Beck, Estimation of Small Failure Probabilities in High Dimensions by Subset Simulation Probabilistic Engineering Mechanics. ,vol. 16, pp. 263- 277 ,(2001) , 10.1016/S0266-8920(01)00019-4
Jianye Ching, Yi-Hung Hsieh, Approximate Reliability-Based Optimization Using a Three-Step Approach Based on Subset Simulation Journal of Engineering Mechanics. ,vol. 133, pp. 481- 493 ,(2007) , 10.1061/(ASCE)0733-9399(2007)133:4(481)
Gaofeng Jia, Alexandros A. Taflanidis, Non-parametric stochastic subset optimization for optimal-reliability design problems Computers & Structures. ,vol. 126, pp. 86- 99 ,(2013) , 10.1016/J.COMPSTRUC.2012.12.009
S.K. Au, J.L. Beck, A new adaptive importance sampling scheme for reliability calculations Structural Safety. ,vol. 21, pp. 135- 158 ,(1999) , 10.1016/S0167-4730(99)00014-4
Xiukai Yuan, Zhenzhou Lu, Efficient approach for reliability-based optimization based on weighted importance sampling approach Reliability Engineering & System Safety. ,vol. 132, pp. 107- 114 ,(2014) , 10.1016/J.RESS.2014.06.015