Rodolphe Le Riche

According to our database, Rodolphe Le Riche authored at least 27 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Bayesian optimization with derivatives acceleration.

Guillaume Perrin, Rodolphe Le Riche

Trans. Mach. Learn. Res., 2024

A survey on multi-fidelity surrogates for simulators with functional outputs: unified framework and benchmark.

Lucas Brunel, Mathieu Balesdent, Loïc Brevault, Rodolphe Le Riche, Bruno Sudret

CoRR, 2024

2023

TREGO: a trust-region framework for efficient global optimization.

Youssef Diouane, Victor Picheny, Rodolphe Le Riche, Alexandre Scotto Di Perrotolo

J. Glob. Optim., May, 2023

Quantizing Rare Random Maps: Application to Flooding Visualization.

Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin, Yann Richet

J. Comput. Graph. Stat., 2023

FunQuant: A R package to perform quantization in the context of rare events and time-consuming simulations.

Charlie Sire, Yann Richet, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin

CoRR, 2023

Multiobjective Optimization with a Quadratic Surrogate-assisted CMA-ES.

Mohamed Gharafi, Nikolaus Hansen, Dimo Brockhoff, Rodolphe Le Riche

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022

A comparison of mixed-variables Bayesian optimization approaches.

Jhouben Cuesta-Ramirez, Rodolphe Le Riche, Olivier Roustant, Guillaume Perrin, Cédric Durantin, Alain Glière

Adv. Model. Simul. Eng. Sci., 2022

2021

A sampling criterion for constrained Bayesian optimization with uncertainties.

Mohamed Reda El Amri, Rodolphe Le Riche, Céline Helbert, Christophette Blanchet-Scalliet

CoRR, 2021

2020

Targeting solutions in Bayesian multi-objective optimization: sequential and batch versions.

David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert

Ann. Math. Artif. Intell., 2020

2019

Global Sensitivity Analysis for Optimization with Variable Selection.

Adrien Spagnol, Rodolphe Le Riche, Sébastien Da Veiga

SIAM/ASA J. Uncertain. Quantification, 2019

Modeling and Optimization with Gaussian Processes in Reduced Eigenbases - Extended Version.

David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert

CoRR, 2019

2018

Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Parallel Versions.

David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert

CoRR, 2018

Budgeted Multi-Objective Optimization with a Focus on the Central Part of the Pareto Front - Extended Version.

David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert

CoRR, 2018

Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization Under a Restricted Budget.

David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert

Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

2016

Small ensembles of kriging models for optimization.

Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul

CoRR, 2016

2015

Making EGO and CMA-ES Complementary for Global Optimization.

Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul

Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015

2013

A New Method for the In Vivo Identification of Mechanical Properties in Arteries From Cine MRI Images: Theoretical Framework and Validation.

Alexandre Franquet, Stephane Avril, Rodolphe Le Riche, Pierre Badel, Fabien C. Schneider, Zhiyong Li, Christian Boissier, Jean Pierre Favre

IEEE Trans. Medical Imaging, 2013

Simultaneous kriging-based estimation and optimization of mean response.

Janis Janusevskis, Rodolphe Le Riche

J. Glob. Optim., 2013

Méthode multi-agent d'optimisation par partitionnement auto-organisé.

Gauthier Picard, Diane Villanueva, Rodolphe Le Riche, Raphael T. Haftka

Proceedings of the Dynamiques, couplages et visions intégratives - JFSMA 13, 2013

2012

Expected Improvements for the Asynchronous Parallel Global Optimization of Expensive Functions: Potentials and Challenges.

Janis Janusevskis, Rodolphe Le Riche, David Ginsbourger, Ramunas Girdziusas

Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

Optimisation multi-agent par partitionnement adaptatif de l'espace de conception (présentation courte).

Diane Villanueva, Gauthier Picard, Rodolphe Le Riche, Raphael T. Haftka

Proceedings of the Systèmes Multi-Agents: Ouverture, Autonomie, et Co-évolution - JFSMA 12, 2012

2008

Global Optimization of Mechanical Systems. (Optimisation globale de systèmes mécaniques).

Rodolphe Le Riche

, 2008

2003

A Study of the Effects of Dimensionality on Stochastic Hill Climbers and Estimation of Distribution Algorithms.

Laurent Grosset, Rodolphe Le Riche, Raphael T. Haftka

Proceedings of the Artificial Evolution, 2003

2002

Comparaison de stratégies de discrimination de masses de véhicules automobiles.

Alain Rakotomamonjy, Rodolphe Le Riche, David Gualandris, Stéphane Canu

Rev. d'Intelligence Artif., 2002

2001

Dual Evolutionary Optimization.

Rodolphe Le Riche, Frédéric Guyon

Proceedings of the Artificial Evolution, 2001

1995

A Segregated Genetic Algorithm for Constrained Structural Optimization.

Rodolphe Le Riche, Catherine Knopf-Lenoir, Raphael T. Haftka

Proceedings of the 6th International Conference on Genetic Algorithms, 1995

1994

Optimization of composite structures by genetic algorithms.

Rodolphe Le Riche

PhD thesis, 1994