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Youssef Diouane
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Convergence and Complexity Analysis of a Levenberg-Marquardt Algorithm for Inverse Problems
E Bergou, Y Diouane, V Kungurtsev
Journal of Optimization Theory and Applications 185 (3), 927–944, 2020
602020
Upper trust bound feasibility criterion for mixed constrained Bayesian optimization with application to aircraft design
R Priem, N Bartoli, Y Diouane, A Sgueglia
Aerospace Science and Technology 105, 105980, 2020
492020
SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes
P Saves, R Lafage, N Bartoli, Y Diouane, J Bussemaker, T Lefebvre, ...
Advances in Engineering Software 188, 103571, 2024
392024
An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design.
R Priem, H Gagnon, I Chittick, S Dufresne, Y Diouane, N Bartoli
AIAA Aviation 2020 Forum, 3152, 2020
302020
Globally convergent evolution strategies for constrained optimization
Y Diouane, S Gratton, LN Vicente
Computational Optimization and Applications 62, 323-346, 2015
292015
Globally convergent evolution strategies
Y Diouane, S Gratton, LN Vicente
Mathematical Programming 152 (1-2), 467-490, 2015
292015
TREGO: a trust-region framework for efficient global optimization
Y Diouane, V Picheny, RL Riche, ASD Perrotolo
Journal of Global Optimization 86 (1), 1-23, 2023
272023
A subsampling line-search method with second-order results
E Bergou, Y Diouane, V Kungurtsev, CW Royer
INFORMS Journal on Optimization, 2022
272022
On the use of the energy norm in trust-region and adaptive cubic regularization subproblems
E Bergou, Y Diouane, S Gratton
Computational Optimization and Applications 68 (3), 533--554, 2017
262017
On the use of upper trust bounds in constrained Bayesian optimization infill criteria
R Priem, N Bartoli, Y Diouane
AIAA aviation 2019 forum, 2986, 2019
242019
Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design
P Saves, N Bartoli, Y Diouane, T Lefebvre, J Morlier, C David, ...
AIAA SCITECH 2022 Forum, 0082, 2022
222022
A parallel evolution strategy for an earth imaging problem in geophysics
Y Diouane, S Gratton, X Vasseur, LN Vicente, H Calandra
Optimization and Engineering 17, 3-26, 2016
222016
A Stochastic Levenberg--Marquardt Method Using Random Models with Complexity Results
EH Bergou, Y Diouane, V Kungurtsev, CW Royer
SIAM/ASA Journal on Uncertainty Quantification 10 (1), 507-536, 2022
18*2022
A Line-Search Algorithm Inspired by the Adaptive Cubic Regularization Framework and Complexity Analysis
EH Bergou, Y Diouane, S Gratton
Journal of Optimization Theory and Applications 178 (3), 885--913, 2018
16*2018
A mixed-categorical correlation kernel for Gaussian process
P Saves, Y Diouane, N Bartoli, T Lefebvre, J Morlier
Neurocomputing 550, 126472, 2023
152023
Mixed Variable Structural Optimization: toward an Efficient Hybrid Algorithm
PJ Barjhoux, S Grihon, J Morlier, Y Diouane, D Bettebghor
World Congress in Structure and Multidisciplinary Optimization, WCSMO 12, 5-9, 2017
152017
Constrained bayesian optimization over mixed categorical variables, with application to aircraft design
P Saves, N Bartoli, Y Diouane, T Lefebvre, J Morlier, C David, EN Van, ...
AeroBest 2021, 2021
142021
Regularized infill criteria for multi-objective bayesian optimization with application to aircraft design
R Grapin, Y Diouane, J Morlier, N Bartoli, T Lefebvre, P Saves, ...
AIAA AVIATION 2022 Forum, 4053, 2022
122022
On the use of adjoint methods for refractivity estimation in the troposphere
U Karabaş, Y Diouane, R Douvenot
2020 14th European Conference on Antennas and Propagation (EuCAP), 1-5, 2020
112020
A bi-level methodology for solving large-scale mixed categorical structural optimization
PJ Barjhoux, Y Diouane, S Grihon, D Bettebghor, J Morlier
Structural and Multidisciplinary Optimization 62 (1), 337-351, 2020
102020
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