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Diouane, Youssef

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Diouane, Youssef

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Article de revue (25) Communication de conférence (18) Livre Chapitre de livre Brevet Rapport (7) Thèse (3) Ensemble de données Ressource pédagogique Image Enregistrement audio Enregistrement vidéo Autre

Youssef Diouane (53)

Articles de revue (25)
- 2024
  - Bergou, E., Chada, N. K., & Diouane, Y. (2024). A Stochastic iteratively regularized Gauss–Newton method. Inverse Problems, 015005 (22 pages).
  - Tfaily, A., Diouane, Y., Bartoli, N., & Kokkolaras, M. (2024). Bayesian optimization with hidden constraints for aircraft design. Structural and Multidisciplinary Optimization, 67, 13 (18 pages).
  - Priem, R., Diouane, Y., Bartoli, N., Dubreuil, S., & Saves, P. (2024). High-Dimensional Bayesian Optimization Using Both Random and Supervised Embeddings. AIAA Journal, 1-13.
  - Saves, P., Diouane, Y., Bartoli, N., Lefèbvre, T., & Morlier, J. (2024). High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft. Structural and Multidisciplinary Optimization, 67, 81 (22 pages).
  - Diouane, Y., Kungurtsev, V., Rinaldi, F., & Zeffiro, D. (2024). Inexact direct-search methods for bilevel optimization problems. Computational Optimization and Applications, 22-22.
  - Saves, P., Lafage, R., Bartoli, N., Diouane, Y., Bussemaker, J., Lefèbvre, T., Hwang, J. T., Morlier, J., & Martins, J. R. R. A. (2024). SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Advances in Engineering Software, 188, 103571 (16 pages).
- 2023
  - Saves, P., Diouane, Y., Bartoli, N., Lefebvre, T., & Morlier, J. (2023). A mixed-categorical correlation kernel for Gaussian process. Neurocomputing, 550, 126472 (14 pages).
  - Goux, O., Gürol, S., Weaver, A. T., Diouane, Y., & Guillet, O. (2023). Impact of correlated observation errors on the conditioning of variational data assimilation problems. Numerical Linear Algebra with Applications, 35 pages.
  - Diouane, Y., Picheny, V., Riche, R. L., & Perrotolo, A. S. D. (2023). TREGO: a trust-region framework for efficient global optimization. Journal of Global Optimization, 86(1), 1-23.
- 2022
  - Barjhoux, P.-J., Diouane, Y., Grihon, S., & Morlier, J. (2022). An outer approximation bi-level framework for mixed categorical structural optimization problems. Structural and Multidisciplinary Optimization, 65(8), 214 (20 pages).
  - Bergou, E. H., Diouane, Y., Kungurtsev, V., & Royer, C. W. (2022). A Stochastic Levenberg--Marquardt Method Using Random Models with Complexity Results. SIAM/ASA Journal on Uncertainty Quantification, 10(1), 507-536.
  - Bergou, E. H., Diouane, Y., Kunc, V., Kungurtsev, V., & Royer, C. W. (2022). A subsampling line-search method with second-order results. INFORMS Journal on Optimization, 4(4), 403-425.
- 2021
  - Diouane, Y. (2021). A merit function approach for evolution strategies. EURO Journal on Computational Optimization, 9, 100001 (13 pages).
  - Bergou, E. H., Diouane, Y., Kungurtsev, V., & Royer, C. W. (2021). A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Least-Squares Problems. SIAM Journal on Scientific Computing, 43(5), S743-S766.
  - Karabaş, U., Diouane, Y., & Douvenot, R. (2021). A Variational Adjoint Approach on Wide-Angle Parabolic Equation for Refractivity Inversion. IEEE Transactions on Antennas and Propagation, 69(8), 4861-4870.
  - Bergou, E.-H., Diouane, Y., & Kungurtsev, V. (2021). Complexity iteration analysis for strongly convex multi-objective optimization using a Newton path-following procedure. Optimization Letters, 15(4), 1215-1227.
  - Custódio, A. L., Diouane, Y., Garmanjani, R., & Riccietti, E. (2021). Worst-Case Complexity Bounds of Directional Direct-Search Methods for Multiobjective Optimization. Journal of Optimization Theory and Applications, 188(1), 73-93.
- 2020
  - Barjhoux, P.-J., Diouane, Y., Grihon, S., Bettebghor, D., & Morlier, J. (2020). A bi-level methodology for solving large-scale mixed categorical structural optimization. Structural and Multidisciplinary Optimization, 62(1), 337-351.
  - Bergou, E. H., Diouane, Y., & Kungurtsev, V. (2020). Convergence and Complexity Analysis of a Levenberg–Marquardt Algorithm for Inverse Problems. Journal of Optimization Theory and Applications, 185(3), 927-944.
  - Priem, R., Bartoli, N., Diouane, Y., & Sgueglia, A. (2020). Upper trust bound feasibility criterion for mixed constrained Bayesian optimization with application to aircraft design. Aerospace Science and Technology, 105, 105980 (24 pages).
- 2018
  - Bergou, E. H., Diouane, Y., & Gratton, S. (2018). A Line-Search Algorithm Inspired by the Adaptive Cubic Regularization Framework and Complexity Analysis. Journal of Optimization Theory and Applications, 178(3), 885-913.
- 2017
  - Bergou, E., Diouane, Y., & Gratton, S. (2017). On the use of the energy norm in trust-region and adaptive cubic regularization subproblems. Computational Optimization and Applications, 68(3), 533-554.
- 2016
  - Diouane, Y., Gratton, S., Vasseur, X., Vicente, L. N., & Calandra, H. (2016). A parallel evolution strategy for an earth imaging problem in geophysics. Optimization and Engineering, 17(1), 3-26.
- 2015
  - Diouane, Y., Gratton, S., & Vicente, L. N. (2015). Globally convergent evolution strategies. Mathematical Programming, 152(1), 467-490.
  - Diouane, Y., Gratton, S., & Vicente, L. N. (2015). Globally convergent evolution strategies for constrained optimization. Computational Optimization and Applications, 62(2), 323-346.
Communications de conférence (18)
- 2025
  - Saves, P., Nguyen Van, E., Bartoli, N., Lefèbvre, T., Diouane, Y., & Morlier, J. (janvier 2025). Sustainable Eco-Design of Hybrid-Electric Aircraft via Bayesian Optimization with Mixed Hierarchical Variables [Communication écrite]. Towards Sustainable Aviation Summit 2025, Toulouse, France.
- 2023
  - Tfaily, A., Kokkolaras, M., Bartoli, N., & Diouane, Y. (juin 2023). Efficient Acquisition Functions for Bayesian Optimization in the Presence of Hidden Constraints [Communication écrite]. AIAA AVIATION 2023 Forum, San Diego, CA, USA.
  - Priem, R., Bartoli, N., Diouane, Y., Dubreuil, S., & Saves, P. (juin 2023). High-dimensional efficient global optimization using both random and supervised embeddings [Communication écrite]. AIAA AVIATION 2023 Forum, San Diego, CA, USA.
  - Bartoli, N., Lefebvre, T., Lafage, R., Saves, P., Diouane, Y., Morlier, J., Bussemaker, J. H., Donelli, G., Gomes de Mello, J. M., Mandorino, M., & Della Vecchia, P. (juillet 2023). Multi-objective bayesian optimization with mixed-categorical design variables for expensive-to-evaluate aeronautical applications [Communication écrite]. 2023 ECCOMAS Thematic Conference on Mutlidisciplinary Design Optimization of Aerospace Systems (AEROBEST 2023), Lisboa, Portugal (600 pages).
- 2022
  - Saves, P., Diouane, Y., Bartoli, N., Lefèbvre, T., & Morlier, J. (juin 2022). A general square exponential kernel to handle mixed-categorical variables for Gaussian process [Communication écrite]. AIAA AVIATION 2022 Forum, Chicago, IL, USA.
  - Diouane, Y., Lucchi, A., & Patil, V. (mars 2022). A globally convergent evolutionary strategy for stochastic constrained optimization with applications to reinforcement learning [Communication écrite]. 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022).
  - Rufato, R. C., Diouane, Y., Henry, J., Ahlfeld, R., & Morlier, J. (juin 2022). A mixed-categorical data-driven approach for prediction and optimization of hybrid discontinuous composites performance [Communication écrite]. AIAA AVIATION 2022 Forum, Chicago, IL, USA.
  - Grapin, R., Diouane, Y., Morlier, J., Bartoli, N., Lefèbvre, T., Saves, P., & Bussemaker, J. H. (juin 2022). Constrained multi-objective bayesian optimization with application to aircraft design [Communication écrite]. AIAA AVIATION 2022 Forum, Chicago, Illinois.
  - Saves, P., Bartoli, N., Diouane, Y., Lefèbvre, T., Morlier, J., David, C., Nguyen Van, E., & Defoort, S. (janvier 2022). Multidisciplinary design optimization with mixed categorical variables for aircraft design [Communication écrite]. AIAA SCITECH 2022 Forum, San Diego, CA, USA.
- 2021
  - Karabaş, U., Diouane, Y., & Douvenot, R. (mars 2021). A Multiscale Parametrization for Refractivity Estimation in the Troposphere [Communication écrite]. 15th European Conference on Antennas and Propagation (EuCAP 2021), Düsseldorf, Germany (5 pages).
  - Saves, P., Bartoli, N., Diouane, Y., Lefebvre, T., Morlier, J., David, C., Van, E., & Defoort, S. (juillet 2021). Constrained Bayesian Optimization Over Mixed Categorical Variables, With Application to Aircraft Design [Communication écrite]. AeroBest 2021, Lisbonne, Portugal.
  - Anagnostidis, S.-K., Lucchi, A., & Diouane, Y. (avril 2021). Direct-Search for a Class of Stochastic Min-Max Problems [Communication écrite]. 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021).
- 2020
  - Priem, R., Gagnon, H., Chittick, I., Dufresne, S., Diouane, Y., & Bartoli, N. (juin 2020). An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design [Communication écrite]. Multidisciplinary Analysis and Optimization Conference (AIAA AVIATION 2020 FORUM).
  - Karabaş, U., Diouane, Y., & Douvenot, R. (mars 2020). On the Use of Adjoint Methods for Refractivity Estimation in the Troposphere [Communication écrite]. 14th European Conference on Antennas and Propagation (EuCAP 2020) (5 pages).
- 2019
  - Priem, R., Bartoli, N., & Diouane, Y. (juin 2019). On the Use of Upper Trust Bounds in Constrained Bayesian Optimization Infill Criteria [Communication écrite]. Multidisciplinary Analysis and Optimization Conference (AIAA Aviation 2019 Forum), Dallas, TX, USA.
- 2018
  - Barjhoux, P.-J., Diouane, Y., Grihon, S., Bettebghor, D., & Morlier, J. (juin 2018). A Bilevel Methodology for solving a Structural Optimization Problem with both Continuous and Categorical Variables [Communication écrite]. Multidisciplinary Analysis and Optimization Conference (AIAA AVIATION Forum 2018), Atlanta, Georgia, USA.
- 2017
  - Barjhoux, P.-J., Diouane, Y., Grihon, S., Bettebghor, D., & Morlier, J. (juin 2017). Mixed Variable Structural Optimization: Toward an Efficient Hybrid Algorithm [Communication écrite]. 12th World Congress of Structural and Multidisciplinary Optimization (WCSMO 2017), Braunschweig, Germany.
- 2014
  - Diouane, Y., Calandra, H., Gratton, S., & Vasseur, X. (septembre 2014). A Parallel Evolution Strategy for Acoustic Full-Waveform Inversion [Communication écrite]. EAGE Workshop on High Performance Computing for Upstream, Chania, Crete, Greece.
Rapports (7)
- 2024
  - Scotto Di Perrotolo, A., Diouane, Y., Gürol, S., & Vasseur, X. (2024). A general error analysis for randomized low-rank approximation with application to data assimilation. (Rapport technique n° G-2024-31).
  - Hallé-Hannan, E., Audet, C., Diouane, Y., Le Digabel, S., & Saves, P. (2024). A graph-structured distance for heterogeneous datasets with meta variables. (Rapport technique n° G-2024-33).
  - Diouane, Y., Gürol, S., Mouhtal, O., & Orban, D. (2024). An efficient scaled spectral preconditioner for sequences of symmetric positive definite linear systems. (Rapport technique n° G-2024-66).
  - Diouane, Y., Golier, M., & Orban, D. (2024). A nonsmooth exact penalty method for equality-constrained optimization : complexity and implementation. (Rapport technique n° G-2024-55).
  - Diouane, Y., Laghdaf Habiboullah, M., & Orban, D. (2024). A proximal modified quasi-Newton method for nonsmooth regularized optimization. (Rapport technique n° G-2024-64).
  - Tfaily, A., Diouane, Y., Bartoli, N., & Kokkolaras, M. (2024). Bayesian optimization with hidden constraints for aircraft design. (Rapport technique n° G-2024-10).
  - Diouane, Y., Laghdaf Habiboullah, M., & Orban, D. (2024). Complexity of trust-region methods in the presence of unbounded Hessian approximations. (Rapport technique n° G-2024-43).
Thèses (3)
- 2021
  - Diouane, Y. (2021). Contribution to numerical optimization with application to engineering problems [Habilitation à diriger, INP Toulouse].
- 2014
  - Diouane, Y. (2014). Globally convergent evolution strategies with application to Earth imaging problem in geophysics [Thèse de doctorat, Institut National Polytechnique de Toulouse (INP Toulouse)].
- 2011
  - Diouane, Y. (2011). Solving a Two-Dimensional Full-Waveform Inversion Problem Using a Global Optimization Method [Mémoire de maîtrise, ENSEEIHT].

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Diouane, Youssef

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Diouane, Youssef

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Youssef Diouane (53)