On the Use of Upper Trust Bounds in Constrained Bayesian Optimization Infill Criterion
Rémy Priem
,
Nathalie Bartoli
,
Youssef Diouane
Conference papers
hal-02182492v1
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A Subsampling Line-Search Method with Second-Order Results
El Houcine Bergou
,
Youssef Diouane
,
Vladimir Kunc
,
Vyacheslav Kungurtsev
,
Clément Royer
et al.
Journal articles
hal-03946165v1
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A Parallel Evolution Strategy for an Earth Imaging Problem in Geophysics
Youssef Diouane
,
Serge Gratton
,
Xavier Vasseur
,
L. Nunes Vicente
,
Henri Calandra
et al.
Journal articles
hal-01396146v1
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Globally convergent evolution strategies for constrained optimization
Youssef Diouane
,
Serge Gratton
,
L. Nunes Vicente
Journal articles
hal-01391788v1
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CONSTRAINED BAYESIAN OPTIMIZATION OVER MIXED CATEGORICAL VARIABLES, WITH APPLICATION TO AIRCRAFT DESIGN
Paul Saves
,
Nathalie Bartoli
,
Youssef Diouane
,
Thierry Lefebvre
,
Joseph Morlier
et al.
AeroBest 2021 , Jul 2021, Lisbonne, Portugal
Conference papers
hal-03346341v1
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A Variational Adjoint Approach on Wide-Angle Parabolic Equation for Refractivity Inversion
Uygar Karabaş
,
Youssef Diouane
,
Rémi Douvenot
Journal articles
hal-03156207v1
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Complexity iteration analysis for strongly convex multi-objective optimization using a Newton path-following procedure
El-Houcine Bergou
,
Youssef Diouane
,
Vyacheslav Kungurtsev
Journal articles
hal-03285165v1
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On the Use of Variational Adjoint Approach on Wide-Angle Approximation of Parabolic Equation with the Method of Split-Step Wavelet
Uygar Karabaş
,
Youssef Diouane
,
Rémi Douvenot
Huitième conférence plénière biennale du GDR ONDES , Oct 2019, Gif-sur-Yvette, France
Conference papers
hal-02521101v1
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An adaptive feasibility approach for constrained bayesian optimization with application in aircraft design
Rémy Priem
,
Nathalie Bartoli
,
Youssef Diouane
,
Sylvain Dubreuil
,
Thierry Lefebvre
et al.
6th International Conference on Engineering Optimization (EngOpt2018) , Sep 2018, Lisboa, Portugal. pp.1-1
Conference papers
hal-01959436v1
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On the Use of Adjoint Methods for Refractivity Estimation in the Troposphere
Uygar Karabaş
,
Youssef Diouane
,
Rémi Douvenot
Conference papers
hal-02903513v1
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On the use of the energy norm in trust-region and adaptive cubic regularization subproblems
El Houcine Bergou
,
Youssef Diouane
,
Serge Gratton
Journal articles
hal-01654736v1
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A mixed-categorical data-driven approach for prediction and optimization of hybrid discontinuous composites performance
Raul Carreira Rufato
,
Youssef Diouane
,
Joël Henry
,
Richard Ahlfeld
,
Joseph Morlier
et al.
Conference papers
hal-03888070v1
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A Stochastic Levenberg--Marquardt Method Using Random Models with Complexity Results
El Houcine Bergou
,
Youssef Diouane
,
Vyacheslav Kungurtsev
,
Clément Royer
Journal articles
hal-03866363v1
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Worst-Case Complexity Bounds of Directional Direct-Search Methods for Multiobjective Optimization
Ana Luísa Custódio
,
Youssef Diouane
,
Rohollah Garmanjani
,
Elisa Riccietti
Journal articles
hal-03040932v1
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Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design
Rémy Priem
,
Nathalie Bartoli
,
Youssef Diouane
,
Alessandro Sgueglia
Journal articles
hal-02569720v1
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Impact of correlated observation errors on the convergence of the conjugate gradient algorithm in variational data assimilation
Olivier Goux
,
Selime Gürol
,
Anthony T. Weaver
,
Oliver Guillet
,
Youssef Diouane
et al.
2022
Preprints, Working Papers, ...
hal-03885037v1
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An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design
Rémy Priem
,
Hugo Gagnon
,
Ian Chittick
,
Stephane Dufresne
,
Youssef Diouane
et al.
Conference papers
hal-02861588v1
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A Line-Search Algorithm Inspired by the Adaptive Cubic Regularization Framework and Complexity Analysis
El Houcine Bergou
,
Youssef Diouane
,
Serge Gratton
Journal articles
hal-01872831v1
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A Multiscale Parametrization for Refractivity Estimation in the Troposphere
Uygar Karabaş
,
Youssef Diouane
,
Rémi Douvenot
Conference papers
hal-03214301v1
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Convergence and Complexity Analysis of a Levenberg–Marquardt Algorithm for Inverse Problems
El Houcine Bergou
,
Youssef Diouane
,
Vyacheslav Kungurtsev
Journal articles
hal-02639211v1
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SEGOMOE: Super Efficient Global Optimization with Mixture of Experts
Rémy Priem
,
Nathalie Bartoli
,
Youssef Diouane
,
Thierry Lefebvre
,
Sylvain Dubreuil
et al.
Poster communications
hal-02944011v1
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Globally convergent evolution strategies
Youssef Diouane
,
Serge Gratton
,
L. Nunes Vicente
Journal articles
hal-01391780v1
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Enhanced Kriging models within a Bayesian optimization framework to handle both continuous and categorical inputs
Paul Saves
,
Nathalie Bartoli
,
Youssef Diouane
,
Joseph Morlier
,
Thierry Lefebvre
et al.
SIAM CSE21 , Mar 2021, Fort Worth (virtual), United States
Conference papers
hal-03402296v1
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Bayesian optimization for mixed variables using an adaptive dimension reduction process: applications to aircraft design
Paul Saves
,
Eric Nguyen Van
,
Nathalie Bartoli
,
Thierry Lefebvre
,
Christophe David
et al.
Conference papers
hal-03514915v1
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A Bilevel Methodology for solving a Structural Optimization Problem with both Continuous and Categorical Variables
Pierre-Jean Barjhoux
,
Youssef Diouane
,
Stéphane Grihon
,
Dimitri Bettebghor
,
Joseph Morlier
et al.
2018 Multidisciplinary Analysis and Optimization Conference, AIAA AVIATION Forum , Jun 2018, Atlanta, Georgia, United States. pp.1-16,
⟨10.2514/6.2018-3579⟩
Conference papers
hal-01851977v1
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A merit function approach for evolution strategies
Youssef Diouane
Journal articles
hal-03208770v1
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A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Least-Squares Problems
El Houcine Bergou
,
Youssef Diouane
,
Vyacheslav Kungurtsev
,
Clément W. Royer
Journal articles
hal-03407841v1
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Regularized Infill Criteria for Multi-objective Bayesian Optimization with Application to Aircraft Design
Robin Grapin
,
Youssef Diouane
,
Joseph Morlier
,
Nathalie Bartoli
,
Thierry Lefebvre
et al.
Conference papers
hal-03753674v1
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A general square exponential kernel to handle mixed-categorical variables for Gaussian process
Paul Saves
,
Youssef Diouane
,
Nathalie Bartoli
,
Thierry Lefebvre
,
Joseph Morlier
et al.
Conference papers
hal-03700850v1
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Mixed Variable Structural Optimization: Toward an Efficient Hybrid Algorithm
Pierre-Jean Barjhoux
,
Youssef Diouane
,
Stéphane Grihon
,
Dimitri Bettebghor
,
Joseph Morlier
et al.
Conference papers
hal-01828682v1
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