A comparative study on reliabilityindex and target-performance-based probabilistic structural design optimization, Computers & Structures, vol.80, issue.3, pp.257-269, 2002. ,
A comparison of deterministic, reliability-based topology optimization under uncertainties, Acta Mechanica Solida Sinica, vol.29, issue.1, pp.31-45, 2016. ,
Reliability-based optimization of stochastic systems using line search, Computer Methods in Applied Mechanics and Engineering, vol.198, issue.49, pp.3915-3924, 2009. ,
Efficient strategies for reliability-based optimization involving non-linear, dynamical structures, Computers & Structures, vol.89, issue.19, pp.1797-1811, 2011. ,
Reliability-based structural optimization using neural networks and monte carlo simulation, Computer Methods in Applied Mechanics and Engineering, vol.191, issue.32, pp.3491-3507, 2002. ,
Topology optimization under uncertainty via non-intrusive polynomial chaos expansion, Computer Methods in Applied Mechanics and Engineering, vol.318, pp.120-147, 2017. ,
Rare event estimation using polynomial-chaos kriging, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, vol.3, issue.2, p.4016002, 2017. ,
Sequential design of computer experiments for the estimation of a probability of failure, Statistics and Computing, vol.22, issue.3, pp.773-793, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00689580
Approximate optimization of systems with highdimensional uncertainties and multiple reliability constraints, Computational Methods in Optimization Considering Uncertainties, vol.198, pp.52-71, 2008. ,
Efficient reliability assessment of structural dynamic systems with unequal weighted quasi-monte carlo simulation, Computers & Structures, vol.175, pp.37-51, 2016. ,
Efficient reanalysis techniques for robust topology optimization, Computer Methods in Applied Mechanics and Engineering, pp.217-231, 2012. ,
Topology optimization of structures with interval random parameters, Computer Methods in Applied Mechanics and Engineering, vol.307, pp.300-315, 2016. ,
Robust design of non-linear structures using optimization methods, Special Issue on Computational Methods in Stochastic Mechanics and Reliability Analysis, vol.194, issue.12, pp.1779-1795, 2005. ,
Uncertainty based robust optimization method for drag minimization problems in aerodynamics, Computer Methods in Applied Mechanics and Engineering, pp.12-24, 2012. ,
An efficient framework for optimal robust stochastic system design using stochastic simulation, Computer Methods in Applied Mechanics and Engineering, vol.198, issue.1, pp.88-101, 2008. ,
Adaptive importance sampling for optimization under uncertainty problems, Computer Methods in Applied Mechanics and Engineering, vol.279, pp.133-162, 2014. ,
Structural design under bounded uncertainty-optimization with anti-optimization, Computers & Structures, vol.53, issue.6, pp.1401-1405, 1994. ,
Anti-optimisation of uncertain structures using interval analysis. Computers & Structures, vol.79, pp.421-430, 2001. ,
Sequential approximate optimization for design under uncertainty problems utilizing kriging metamodeling in augmented input space, Computer Methods in Applied Mechanics and Engineering, vol.315, pp.369-395, 2017. ,
The use of metamodeling techniques for optimization under uncertainty. Structural and Multidisciplinary Optimization, vol.25, pp.99-116, 2003. ,
A global robust optimization using kriging based approximation model, JSME International Journal Series C Mechanical Systems, Machine Elements and Manufacturing, vol.49, issue.3, pp.779-788, 2006. ,
Robust optimization in simulation: Taguchi and krige combined, INFORMS Journal on Computing, vol.24, issue.3, pp.471-484, 2012. ,
Formulations for Surrogate-Based Optimization Under Uncertainty, 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Multidisciplinary Analysis Optimization Conferences, 2002. ,
Simultaneous kriging-based estimation and optimization of mean response, Journal of Global Optimization, vol.55, issue.2, pp.313-336, 2013. ,
URL : https://hal.archives-ouvertes.fr/emse-00674460
Gears design with shape uncertainties using controlled monte carlo simulations and kriging, 50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference 17th AIAA/ASME/AHS Adaptive Structures Conference 11th AIAA, p.2257, 2009. ,
Quantifying uncertainty on pareto fronts with gaussian process conditional simulations, European journal of operational research, vol.243, issue.2, pp.386-394, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-00904811
Global Optimization of Stochastic Black-Box Systems via Sequential Kriging Meta-Models, Journal of Global Optimization, vol.34, issue.3, pp.441-466, 2006. ,
Noisy Expected Improvement and on-line computation time allocation for the optimization of simulators with tunable fidelity, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00489321
Pareto-Front Exploration with Uncertain Objectives, pp.314-328, 2001. ,
Comparing solutions under uncertainty in multiobjective optimization, Mathematical Problems in Engineering, pp.1-10, 2014. ,
An adaptive strategy on the error of the objective functions for uncertainty-based derivative-free optimization, Journal of Computational Physics, vol.309, pp.241-266, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01378411
Surrogate-Assisted Bounding-Box Approach for Optimization Problems with Approximated Objectives, Inria, 2018. ,
Nomad: Nonlinear optimization with the mads algorithm, vol.37, p.44, 2011. ,
GPy: A gaussian process framework in python ,
Gaussian processes in machine learning, Advanced lectures on machine learning, pp.63-71, 2004. ,
A modified hausdorff distance for object matching, Proceedings of 12th International Conference on Pattern Recognition, vol.1, pp.566-568, 1994. ,
Optimisation robuste multiobjectifs par modèles de substitution, Patricia Mathématiques appliquées et énergétique et transferts Toulouse, 2012. ,
Porous material analysis toolbox based on openfoam and applications, Journal of Thermophysics and Heat Transfer, vol.28, issue.2, pp.191-202, 2014. ,
Ablative thermal protection system under uncertainties including pyrolysis gas composition, Aerospace Science and Technology, vol.84, pp.1059-1069, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-01791072