Rodolphe Le Riche

30 papers A 1Journal 18Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Rank-based Linear-Quadratic Surrogate Assisted CMA-ES. GECCO Companion Mohamed Gharafi, Nikolaus Hansen, Rodolphe Le Riche, Dimo Brockhoff
2024	J	`jnl`	A survey on multi-fidelity surrogates for simulators with functional outputs: unified framework and benchmark. CoRR Lucas Brunel, Mathieu Balesdent, Loïc Brevault, Rodolphe Le Riche, Bruno Sudret
2024	J	`jnl`	Bayesian optimization with derivatives acceleration. Trans. Mach. Learn. Res. Guillaume Perrin, Rodolphe Le Riche
2023	J	`jnl`	FunQuant: A R package to perform quantization in the context of rare events and time-consuming simulations. CoRR Charlie Sire, Yann Richet, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin
2023	A	`conf`	Multiobjective Optimization with a Quadratic Surrogate-assisted CMA-ES. GECCO Mohamed Gharafi, Nikolaus Hansen, Dimo Brockhoff, Rodolphe Le Riche
2023	J	`jnl`	Quantizing Rare Random Maps: Application to Flooding Visualization. J. Comput. Graph. Stat. Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet
2023	J	`jnl`	TREGO: a trust-region framework for efficient global optimization. J. Glob. Optim. Youssef Diouane, Victor Picheny, Rodolphe Le Riche, Alexandre Scotto Di Perrotolo
2022	J	`jnl`	A comparison of mixed-variables Bayesian optimization approaches. Adv. Model. Simul. Eng. Sci. Jhouben Cuesta-Ramirez, Rodolphe Le Riche, Olivier Roustant, Guillaume Perrin, Cédric Durantin, Alain Glière
2021	J	`jnl`	A comparison of mixed-variables Bayesian optimization approaches. CoRR Jhouben Cuesta-Ramirez, Rodolphe Le Riche, Olivier Roustant, Guillaume Perrin, Cédric Durantin, Alain Glière
2021	J	`jnl`	A sampling criterion for constrained Bayesian optimization with uncertainties. CoRR Mohamed Reda El Amri, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet
2020	J	`jnl`	Targeting solutions in Bayesian multi-objective optimization: sequential and batch versions. Ann. Math. Artif. Intell. David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert
2019	J	`jnl`	Global Sensitivity Analysis for Optimization with Variable Selection. SIAM/ASA J. Uncertain. Quantification Adrien Spagnol, Rodolphe Le Riche, Sébastien Da Veiga
2019	J	`jnl`	Modeling and Optimization with Gaussian Processes in Reduced Eigenbases - Extended Version. CoRR David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert
2018	J	`jnl`	Budgeted Multi-Objective Optimization with a Focus on the Central Part of the Pareto Front - Extended Version. CoRR David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert
2018	J	`jnl`	Global sensitivity analysis for optimization with variable selection. CoRR Adrien Spagnol, Rodolphe Le Riche, Sébastien Da Veiga
2018	J	`jnl`	Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Parallel Versions. CoRR David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert
2018	—	`conf`	Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization Under a Restricted Budget. LION David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert
2016	J	`jnl`	Small ensembles of kriging models for optimization. CoRR Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul
2015	—	`conf`	Making EGO and CMA-ES Complementary for Global Optimization. LION Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul
2013	J	`jnl`	A New Method for the In Vivo Identification of Mechanical Properties in Arteries From Cine MRI Images: Theoretical Framework and Validation. IEEE Trans. Medical Imaging Alexandre Franquet, Stephane Avril, Rodolphe Le Riche, Pierre Badel, Fabien C. Schneider, Zhiyong Li, Christian Boissier, Jean Pierre Favre
2013	—	`conf`	Méthode multi-agent d'optimisation par partitionnement auto-organisé. JFSMA Gauthier Picard, Diane Villanueva, Rodolphe Le Riche, Raphael T. Haftka
2013	J	`jnl`	Simultaneous kriging-based estimation and optimization of mean response. J. Glob. Optim. Janis Janusevskis, Rodolphe Le Riche
2012	—	`conf`	Expected Improvements for the Asynchronous Parallel Global Optimization of Expensive Functions: Potentials and Challenges. LION Janis Janusevskis, Rodolphe Le Riche, David Ginsbourger, Ramunas Girdziusas
2012	—	`conf`	Optimisation multi-agent par partitionnement adaptatif de l'espace de conception (présentation courte). JFSMA Diane Villanueva, Gauthier Picard, Rodolphe Le Riche, Raphael T. Haftka
2008	—	`book`	Global Optimization of Mechanical Systems. (Optimisation globale de systèmes mécaniques). Rodolphe Le Riche
2003	—	`conf`	A Study of the Effects of Dimensionality on Stochastic Hill Climbers and Estimation of Distribution Algorithms. Artificial Evolution Laurent Grosset, Rodolphe Le Riche, Raphael T. Haftka
2002	J	`jnl`	Comparaison de stratégies de discrimination de masses de véhicules automobiles. Rev. d'Intelligence Artif. Alain Rakotomamonjy, Rodolphe Le Riche, David Gualandris, Stéphane Canu
2001	—	`conf`	Dual Evolutionary Optimization. Artificial Evolution Rodolphe Le Riche, Frédéric Guyon
1995	—	`conf`	A Segregated Genetic Algorithm for Constrained Structural Optimization. ICGA Rodolphe Le Riche, Catherine Knopf-Lenoir, Raphael T. Haftka
1994	—	`—`	Optimization of composite structures by genetic algorithms. Rodolphe Le Riche