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Diouane, Youssef

Directory of Experts

Diouane, Youssef

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Journal article (25) Conference paper (17) Book Book chapter Patent Report (7) Thesis (3) Dataset Teaching resource Image Audio recording Video recording Other

Youssef Diouane (52)

Journal articles (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., Lefebvre, 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., Lefebvre, 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.
Conference papers (17)
- 2023
  - Tfaily, A., Kokkolaras, M., Bartoli, N., & Diouane, Y. (2023, June). Efficient Acquisition Functions for Bayesian Optimization in the Presence of Hidden Constraints [Paper]. AIAA AVIATION 2023 Forum, San Diego, CA, USA.
  - Priem, R., Bartoli, N., Diouane, Y., Dubreuil, S., & Saves, P. (2023, June). High-dimensional efficient global optimization using both random and supervised embeddings [Paper]. 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. (2023, July). Multi-objective bayesian optimization with mixed-categorical design variables for expensive-to-evaluate aeronautical applications [Paper]. 2023 ECCOMAS Thematic Conference on Mutlidisciplinary Design Optimization of Aerospace Systems (AEROBEST 2023), Lisboa, Portugal (600 pages).
- 2022
  - Saves, P., Diouane, Y., Bartoli, N., Lefebvre, T., & Morlier, J. (2022, June). A general square exponential kernel to handle mixed-categorical variables for Gaussian process [Paper]. AIAA AVIATION 2022 Forum, Chicago, IL, USA.
  - Diouane, Y., Lucchi, A., & Patil, V. (2022, March). A globally convergent evolutionary strategy for stochastic constrained optimization with applications to reinforcement learning [Paper]. 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022).
  - Rufato, R. C., Diouane, Y., Henry, J., Ahlfeld, R., & Morlier, J. (2022, June). A mixed-categorical data-driven approach for prediction and optimization of hybrid discontinuous composites performance [Paper]. AIAA AVIATION 2022 Forum, Chicago, IL, USA.
  - Grapin, R., Diouane, Y., Morlier, J., Bartoli, N., Lefebvre, T., Saves, P., & Bussemaker, J. H. (2022, June). Constrained multi-objective bayesian optimization with application to aircraft design [Paper]. AIAA AVIATION 2022 Forum, Chicago, Illinois.
  - Saves, P., Bartoli, N., Diouane, Y., Lefebvre, T., Morlier, J., David, C., Nguyen Van, E., & Defoort, S. (2022, January). Multidisciplinary design optimization with mixed categorical variables for aircraft design [Paper]. AIAA SCITECH 2022 Forum, San Diego, CA, USA.
- 2021
  - Karabaş, U., Diouane, Y., & Douvenot, R. (2021, March). A Multiscale Parametrization for Refractivity Estimation in the Troposphere [Paper]. 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. (2021, July). Constrained Bayesian Optimization Over Mixed Categorical Variables, With Application to Aircraft Design [Paper]. AeroBest 2021, Lisbonne, Portugal.
  - Anagnostidis, S.-K., Lucchi, A., & Diouane, Y. (2021, April). Direct-Search for a Class of Stochastic Min-Max Problems [Paper]. 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021).
- 2020
  - Priem, R., Gagnon, H., Chittick, I., Dufresne, S., Diouane, Y., & Bartoli, N. (2020, June). An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design [Paper]. Multidisciplinary Analysis and Optimization Conference (AIAA AVIATION 2020 FORUM).
  - Karabaş, U., Diouane, Y., & Douvenot, R. (2020, March). On the Use of Adjoint Methods for Refractivity Estimation in the Troposphere [Paper]. 14th European Conference on Antennas and Propagation (EuCAP 2020) (5 pages).
- 2019
  - Priem, R., Bartoli, N., & Diouane, Y. (2019, June). On the Use of Upper Trust Bounds in Constrained Bayesian Optimization Infill Criteria [Paper]. Multidisciplinary Analysis and Optimization Conference (AIAA Aviation 2019 Forum), Dallas, TX, USA.
- 2018
  - Barjhoux, P.-J., Diouane, Y., Grihon, S., Bettebghor, D., & Morlier, J. (2018, June). A Bilevel Methodology for solving a Structural Optimization Problem with both Continuous and Categorical Variables [Paper]. Multidisciplinary Analysis and Optimization Conference (AIAA AVIATION Forum 2018), Atlanta, Georgia, USA.
- 2017
  - Barjhoux, P.-J., Diouane, Y., Grihon, S., Bettebghor, D., & Morlier, J. (2017, June). Mixed Variable Structural Optimization: Toward an Efficient Hybrid Algorithm [Paper]. 12th World Congress of Structural and Multidisciplinary Optimization (WCSMO 2017), Braunschweig, Germany.
- 2014
  - Diouane, Y., Calandra, H., Gratton, S., & Vasseur, X. (2014, September). A Parallel Evolution Strategy for Acoustic Full-Waveform Inversion [Paper]. EAGE Workshop on High Performance Computing for Upstream, Chania, Crete, Greece.
Reports (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. (Technical Report 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. (Technical Report 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. (Technical Report n° G-2024-66).
  - Diouane, Y., Golier, M., & Orban, D. (2024). A nonsmooth exact penalty method for equality-constrained optimization : complexity and implementation. (Technical Report n° G-2024-55).
  - Diouane, Y., Laghdaf Habiboullah, M., & Orban, D. (2024). A proximal modified quasi-Newton method for nonsmooth regularized optimization. (Technical Report n° G-2024-64).
  - Tfaily, A., Diouane, Y., Bartoli, N., & Kokkolaras, M. (2024). Bayesian optimization with hidden constraints for aircraft design. (Technical Report n° G-2024-10).
  - Diouane, Y., Laghdaf Habiboullah, M., & Orban, D. (2024). Complexity of trust-region methods in the presence of unbounded Hessian approximations. (Technical Report n° G-2024-43).
Theses (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 [Ph.D. Thesis, Institut National Polytechnique de Toulouse (INP Toulouse)].
- 2011
  - Diouane, Y. (2011). Solving a Two-Dimensional Full-Waveform Inversion Problem Using a Global Optimization Method [Master's Thesis, ENSEEIHT].

Directory of Experts

Diouane, Youssef

Directory of Experts

Diouane, Youssef

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Publications by type

Youssef Diouane (52)