An inverse-measure-based unilevel architecture for reliability-based design optimization, Structural and Multidisciplinary Optimization, vol.121, issue.2, pp.217-227, 2007. ,
DOI : 10.1007/s00158-006-0057-3
Benchmark study of numerical methods for reliability-based design optimization, Structural and Multidisciplinary Optimization, vol.31, issue.3, pp.277-294, 2010. ,
DOI : 10.1007/s00158-009-0412-2
A (1+1)-CMA-ES for constrained optimisation, Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, GECCO '12, pp.297-304, 2012. ,
DOI : 10.1145/2330163.2330207
URL : https://hal.archives-ouvertes.fr/hal-00696268
Stochastic simulation: algorithms and analysis. Stochastic modelling and applied probability, 2007. ,
Reliability-based design sensitivity by efficient simulation, Computers & Structures, vol.83, issue.14, pp.1048-1061, 2005. ,
DOI : 10.1016/j.compstruc.2004.11.015
A new adaptive importance sampling scheme for reliability calculations, Structural Safety, vol.21, issue.2, pp.135-158, 1999. ,
DOI : 10.1016/S0167-4730(99)00014-4
Estimation of small failure probabilities in high dimensions by subset simulation, Probabilistic Engineering Mechanics, vol.16, issue.4, pp.263-277, 2001. ,
DOI : 10.1016/S0266-8920(01)00019-4
A surrogate-modelbased method for constrained optimization, Proc. 8th Symposium on Multidisciplinary Analysis and Optimization, 2000. ,
Kriging-based adaptive Importance Sampling algorithms for rare event estimation, Structural Safety, vol.44, pp.1-10, 2013. ,
DOI : 10.1016/j.strusafe.2013.04.001
Optimisation robuste multiobjectifs par modèles de substitution, 2012. ,
Robust optimization ??? A comprehensive survey, Computer Methods in Applied Mechanics and Engineering, vol.196, issue.33-34, pp.33-34, 2007. ,
DOI : 10.1016/j.cma.2007.03.003
Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions, AIAA Journal, vol.46, issue.10, pp.2459-2468, 2008. ,
DOI : 10.2514/1.34321
Adaptive sparse polynomial chaos expansions for uncertainty propagation and sensitivity analysis, 2009. ,
URL : https://hal.archives-ouvertes.fr/tel-00440197
Reliability analysis of a pressurized water reactor vessel using sparse polynomial chaos expansions, 2010. ,
DOI : 10.1201/b10497-3
Assessing small failure probabilities by combined subset simulation and Support Vector Machines, Structural Safety, vol.33, issue.6, pp.343-353, 2011. ,
DOI : 10.1016/j.strusafe.2011.06.001
Structural design optimization considering uncertainties, pp.217-246, 2008. ,
An important boundary sampling method for reliability-based design optimization using kriging model, Structural and Multidisciplinary Optimization, vol.31, issue.3, pp.55-70, 2015. ,
DOI : 10.1007/s00158-014-1173-0
ooDace toolbox A Matlab Kriging toolbox: Getting started, 2013. ,
Support vector machine for efficient subset simulations: 2 SMART method, Proc. 10th Int. Conf. on Applications of Stat. and Prob. in Civil Engineering (ICASP10), 2007. ,
Structural reliability methods, 1996. ,
Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design, Journal of Mechanical Design, vol.126, issue.2, pp.225-233, 2004. ,
DOI : 10.1115/1.1649968
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.74.5267
Adaptive surrogate models for reliability analysis and reliability-based design optimization, 2011. ,
URL : https://hal.archives-ouvertes.fr/tel-00697026
Reliability-based design optimization using kriging surrogates and subset simulation, Structural and Multidisciplinary Optimization, vol.42, issue.1, pp.673-690, 2011. ,
DOI : 10.1007/s00158-011-0653-8
URL : https://hal.archives-ouvertes.fr/hal-00587311
AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation, Structural Safety, vol.33, issue.2, pp.145-154, 2011. ,
DOI : 10.1016/j.strusafe.2011.01.002
Reliability-based optimization in structural engineering, Structural Safety, vol.15, issue.3, pp.169-196, 1994. ,
DOI : 10.1016/0167-4730(94)90039-6
AK-SYS: An adaptation of the AK-MCS method for system reliability, Reliability Engineering & System Safety, vol.123, pp.137-144, 2014. ,
DOI : 10.1016/j.ress.2013.10.010
Exact and invariant second-moment code format, J. Eng. Mech. Div.-ASCE, vol.100, issue.1, pp.111-121, 1974. ,
Adaptive-sparse polynomial chaos expansion for reliability analysis and design of complex engineering systems, Structural and Multidisciplinary Optimization, vol.23, issue.1, pp.419-442, 2011. ,
DOI : 10.1007/s00158-010-0568-9
Neural-network-based reliability analysis: a comparative study, Computer Methods in Applied Mechanics and Engineering, vol.191, issue.1-2, pp.113-132, 2001. ,
DOI : 10.1016/S0045-7825(01)00248-1
Simultaneous kriging-based estimation and optimization of mean response, Journal of Global Optimization, vol.10, issue.4, pp.313-336, 2013. ,
DOI : 10.1007/s10898-011-9836-5
URL : https://hal.archives-ouvertes.fr/emse-00674460
Efficient global optimization of expensive black-box functions, Journal of Global Optimization, vol.13, issue.4, pp.455-492, 1998. ,
DOI : 10.1023/A:1008306431147
Efficient reliability-based design optimization using a hybrid space with application to finite element analysis, Structural and Multidisciplinary Optimization, vol.121, issue.3, 2002. ,
DOI : 10.1007/s00158-002-0233-z
9 Computer experiments, Handbook of Statistics, pp.261-308, 1996. ,
DOI : 10.1016/S0169-7161(96)13011-X
Two basic problems in reliability-based structural optimization, Mathematical Methods of Operations Research, vol.2, issue.6, pp.309-333, 1997. ,
DOI : 10.1007/BF01194859
UQLab user manual Kriging, 2015. ,
Sampling-based RBDO using the stochastic sensitivity analysis and Dynamic Kriging method, Structural and Multidisciplinary Optimization, vol.32, issue.4, pp.299-317, 2011. ,
DOI : 10.1007/s00158-011-0659-2
Structural reliability, ISTE, 2007. ,
DOI : 10.1002/9780470611708
A local Kriging approximation method using MPP for reliability-based design optimization, Computers & Structures, vol.162, issue.162, pp.102-115, 2016. ,
DOI : 10.1016/j.compstruc.2015.09.004
A Single-Loop Method for Reliability-Based Design Optimization, Volume 1: 30th Design Automation Conference, 2004. ,
DOI : 10.1115/DETC2004-57255
Methods of structural safety, 1986. ,
UQLab: A Framework for Uncertainty Quantification in Matlab, Vulnerability, Uncertainty, and Risk, pp.2554-2563, 2014. ,
DOI : 10.1061/9780784413609.257
Importance sampling in structural systems, Structural Safety, vol.6, issue.1, pp.3-10, 1989. ,
DOI : 10.1016/0167-4730(89)90003-9
Adaptive Designs of Experiments for Accurate Approximation of a Target Region, Journal of Mechanical Design, vol.132, issue.7, 2010. ,
DOI : 10.1115/1.4001873
URL : https://hal.archives-ouvertes.fr/emse-00699752
Conservative Predictions Using Surrogate Modeling, 49th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference <br> 16th AIAA/ASME/AHS Adaptive Structures Conference<br> 10t, 2008. ,
DOI : 10.2514/6.2008-1716
URL : https://hal.archives-ouvertes.fr/hal-00409758
Sequential Experiment Design for Contour Estimation From Complex Computer Codes, Technometrics, vol.50, issue.4, pp.527-541, 2008. ,
DOI : 10.1198/004017008000000541
Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization, Journal of Statistical Software, vol.51, issue.1, 2012. ,
DOI : 10.18637/jss.v051.i01
URL : https://hal.archives-ouvertes.fr/hal-00495766
The design and analysis of computer experiments, 2003. ,
DOI : 10.1007/978-1-4757-3799-8
PC-Kriging: A new meta-modelling method and its applications to quantile estimation, Proc. 17th IFIP WG7.5 Conference on Reliability and Optimization of Structural Systems, 2014. ,
Rare Event Estimation Using Polynomial-Chaos Kriging, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 2016. ,
DOI : 10.1061/AJRUA6.0000870
Global versus local search in constrained optimization of computer models. New Developments and Applications in Experimental Design, New Developments and Applications in Experimental Design, pp.11-25, 1998. ,
Reliable design space and complete single-loop reliability-based design optimization, Reliability Engineering & System Safety, vol.93, issue.8, pp.1218-1230, 2008. ,
DOI : 10.1016/j.ress.2007.07.006
Uncertainty propagation and sensitivity analysis in mechanical models ? Contributions to structural reliability and stochastic spectral methods, 2007. ,
Stochastic Subset Optimization for optimal reliability problems, Probabilistic Engineering Mechanics, vol.23, issue.2-3, pp.324-338, 2008. ,
DOI : 10.1016/j.probengmech.2007.12.011
URL : http://authors.library.caltech.edu/18952/1/Taflanidis2008p8495Probabilistic_Engineering_Mechanics.pdf
Taguchi and robust optimization, 1997. ,
A performance measure approach in reliability-based structural optimization, 1997. ,
A New Study on Reliability-Based Design Optimization, Journal of Mechanical Design, vol.121, issue.4, 1999. ,
DOI : 10.1115/1.2829499
Using Cross Validation to Design Conservative Surrogates, AIAA Journal, vol.48, issue.10, pp.2286-2298, 2010. ,
DOI : 10.2514/1.J050327