LIMOS - Annuaire

LE RICHE - Rodolphe

All publications(94)

2019 UNDEFINED	Stéphanie Mahévas, Victor Picheny, Patrick Lambert, Nicolas Dumoulin, Lauriane Rouan, Christophe Soulié, Dimo Brockhoff, Sigrid Lehuta, Rodolphe Le Riche, Robert Faivre, Hilaire Drouineau A practical guide for conducting calibration and decision-making optimisation with complex ecological models	Sciences du vivant
2019 COMM	Mohamed Reda El Amri, Christophette Blanchet-Scalliet, Celine Helbert, Rodolphe Le Riche Bayesian Optimization Under Uncertainty for Chance Constrained Problems PGMO Days 2019 - 2019	Informatique/Modélisation et simulation
2019 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny Bayesian Optimization in Reduced Eigenbases PGMO Days 2019 - 2019	Informatique/Modélisation et simulation
2019 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny Faster Multi-Objective Optimization: Cumulating Gaussian Processes, Preference Point and Parallelism 19th French-German-Swiss conference on optimization - 2019	Maths
2019 LECTURE	Rodolphe Le Riche Optimization under uncertainties: an overview with a focus on Gaussian processes	Maths
2019 LECTURE	Rodolphe Le Riche, Nicolas Durrande An overview of kriging for researchers	Maths
2019 UNDEFINED	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Modeling and Optimization with Gaussian Processes in Reduced Eigenbases - Extended Version	Maths
2019 ART	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Batch Versions Annals of Mathematics and Artificial Intelligence - 2019	Maths
2019 COMM	Jhouben Cuesta Ramirez, Olivier Roustant, Rodolphe Le Riche, Alain Gliere, Cédric Durantin, Guillaume Perrin Inversion of a costly multivariate function in presence of categorical variables APPLIED INVERSE PROBLEMS CONFERENCE - 2019	Maths
2019 UNDEFINED	Nathaniel B. Price, Mathieu Balesdent, Sebastien Defoort, Rodolphe Le Riche, Nam H. Kim, Raphael T. Haftka Safety-margin-based design and redesign considering mixed epistemic model uncertainty and aleatory parameter uncertainty	Informatique/Modélisation et simulation
2019 COMM	Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga Bayesian optimization in effective dimensions via kernel-based sensitivity indices 30th European conference on operational research, EURO2019 - 2019	Informatique/Algorithme et structure de données
2019 COMM	Marie-Liesse Cauwet, Rodolphe Le Riche, Olivier Roustant Mixed global optimization by algorithms composition: an empirical study with a focus on Bayesian approaches 30th European conference on operational research, EURO2019 - 2019	Maths
2019 COMM	Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga Bayesian optimization in effective dimensions via kernel-based sensitivity indices 13th International Conference on Applications of Statistics and Probability in Civil Engineering(ICASP13) - 2019	Informatique/Algorithme et structure de données
2019 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert Multi-objective Bayesian optimization with reference point: sequential and parallel versions Mascot-Num annual conference - 2019	Maths
2019 ART	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert Modeling and Optimization with Gaussian Processes in Reduced Eigenbases Structural and Multidisciplinary Optimization - 2019	Maths
2019 ART	Luc Laurent, Rodolphe Le Riche, Bruno Soulier, Pierre-Alain Boucard An overview of gradient-enhanced metamodels with applications Archives of Computational Methods in Engineering - 2019	Maths
2019 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization under a Restricted Budget 12th International Conference on Learning and Intelligent Optimization - 2019	Maths
2019 ART	Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga Global sensitivity analysis for optimization with variable selection SIAM/ASA Journal on Uncertainty Quantification - 2019	Informatique/Modélisation et simulation
2018 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Helbert Restricting ambitions in global multi-objective optimization of costly functions Seminar at the ONERA: DMS/DTIS (ARF STOCHASTIQUE) - 2018	Maths
2018 POSTER	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Dimension Reduction for Shape Optimization	Statistiques
2018 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny Achievable Goals in Bayesian Multi-Objective Optimization Journées du GdR MOA - 2018	Maths
2018 UNDEFINED	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Budgeted Multi-Objective Optimization with a Focus on the Central Part of the Pareto Front - Extended Version	Statistiques
2018 ART	Hossein Mohammadi, Rodolphe Le Riche, Xavier Bay, Eric Touboul An analysis of covariance parameters in Gaussian Process-based optimization Croatian Operational Research Review (CRORR) - 2018	Informatique/Modélisation et simulation
2018 LECTURE	Rodolphe Le Riche A comparative introduction to two optimization classics: the Nelder-Mead and the CMA-ES algorithms	Maths
2018 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting Well-Balanced Solutions in Bayesian Multi-Objective Optimization under a Restricted Budget Journées du GdR Mascot-Num 2018 - 2018	Maths
2018 POSTER	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization under a Restricted Budget	Maths
2017 POSTER	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization under a Restricted Budget	Maths
2017 LECTURE	Nicolas Durrande, Rodolphe Le Riche Introduction to Gaussian Process Surrogate Models	Maths
2017 COMM	David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert Targeting well-balanced solutions in multi-objective bayesian optimization under a restricted budget PGMO Days 2017 - 2017	Maths
2017 REPORT	Hossein Mohammadi, Rodolphe Le Riche, Nicolas Durrande, Eric Touboul, Xavier Bay An analytic comparison of regularization methods for Gaussian Processes	Maths
2017 COMM	Rodolphe Le Riche, Hossein Mohammadi, Nicolas Durrande, Eric Touboul, Xavier Bay A Comparison of Regularization Methods for Gaussian Processes 2017 SIAM Conference on Optimization - 2017	Informatique/Modélisation et simulation
2017 COMM	Stéphanie Mahévas, Victor Picheny, Patrick Lambert, Dumoulin Nicolas, Lauriane Rouan, Jean-Christophe Soulié, Hilaire Drouineau, Rodolphe Le Riche, Robert Faivre, Sigrid Lehuta, D. Brockoff Suivez le guide! Optimiser un modèle complexe suppose une bonne démarche et de bons outils Colloque Pêches et Changements Globaux 2017 - 2017	Informatique/Modélisation et simulation
2017 COMM	Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga, Olivier Roustant Global sensitivity analysis for optimization with variable selection PGMO Days 2017 - 2017	Informatique/Modélisation et simulation
2016 COMM	Luc Laurent, Bruno Soulier, Rodolphe Le Riche, Pierre-Alain Boucard On the Use of Gradient-Enhanced Metamodels for Global Approximation and Global Optimization VII European Congress on Computational Methods in Applied Sciences and Engineering, the ECCOMAS Congress 2016 - 2016	Informatique/Modélisation et simulation
2016 COMM	Olivier Roustant, Rodolphe Le Riche, Nicolas Durrande Du tâtonnement aux mathématiques: la décision sous incertitudes Opening talk for the industrial chair in applied mathematics OQUAIDO - 2016	Informatique/Modélisation et simulation
2016 REPORT	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul Small ensembles of kriging models for optimization	Maths
2016 LECTURE	Rodolphe Le Riche Surrogates and (mono-objective) optimization: a long-term relationship	Maths
2016 ART	Nathaniel B. Price, Nam-Ho Kim, Raphael T. Haftka, Mathieu Balesdent, Sébastien Defoort, Rodolphe Le Riche Deciding Degree of Conservativeness in Initial Design Considering Risk of Future Redesign Journal of Mechanical Design - 2016	Informatique/Modélisation et simulation
2016 ART	Loïc Brevault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche Decoupled Multidisciplinary Design Optimization Formulation for Interdisciplinary Coupling Satisfaction Under Uncertainty AIAA Journal - 2016	Informatique/Modélisation et simulation
2016 COMM	Nathaniel B. Price, Mathieu Balesdent, Sébastien Defoort, Rodolphe Le Riche, Nam H. Kim, Raphael T. Haftka Simulating Future Test and Redesign Considering Epistemic Model Uncertainty 18th AIAA Non-Deterministic Approaches Conference (AIAA SCITECH 2016) - 2016	Informatique/Performance et fiabilité
2016 COUV	Mathieu Balesdent, Loïc Brevault, Nathaniel Price, Sébastien Defoort, Rodolphe Le Riche, Nam-Ho Kim, Raphael T. Haftka, Nicolas Bérend Advanced Space Vehicle Design Taking into Account Multidisciplinary Couplings and Mixed Epistemic/Aleatory Uncertainties	Informatique/Performance et fiabilité
2015 COMM	Loïc Brevault, Mathieu Balesdent, Nicolas Berend, Rodolphe Le Riche Multi-level hierarchical MDO formulation with functional coupling satisfaction under uncertainty, application to sounding rocket design 11th WCSMO congress - 2015	Informatique/Modélisation et simulation
2015 COUV	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul Making EGO and CMA-ES Complementary for Global Optimization	Informatique/Modélisation et simulation
2015 POSTER	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul, Xavier Bay, Nicolas Durrande An Analytic Comparison of Regularization Methods for Gaussian Processes	Informatique/Modélisation et simulation
2015 UNDEFINED	Rodolphe Le Riche, Alexis Lasseigne, François-Xavier Irisarri Discrete stochastic optimization with continuous auxiliary variables	Maths
2015 REPORT	Victor Picheny, Rodolphe Le Riche Revisiting the paper helicopter project using an adaptive surrogate-based approach	Maths
2015 REPORT	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul A detailed analysis of kernel parameters in Gaussian process-based optimization	Maths
2015 ART	Loïc Brevault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche Decoupled MDO formulation for interdisciplinary coupling satisfaction under uncertainty AIAA Journal - 2015	Informatique/Modélisation et simulation
2014 COMM	Rodolphe Le Riche Kriging and robust optimization Journées Scientifiques de l'ONERA sur l'optimisation robuste et les modèles de remplacement - 2014	Informatique/Modélisation et simulation
2014 LECTURE	Rodolphe Le Riche A review of optimization methods for the identification of complex models	Maths
2014 COMM	Michel Lutz, Rodolphe Le Riche Perceiving the world through statistics: some dimensional thoughts, 14th Annual Conference of the European Network for Business and Industrial Statistics (ENBIS-14) - 2014	Informatique/Modélisation et simulation
2014 LECTURE	Rodolphe Le Riche Robust optimization : formulation, kriging and evolutionary approaches	Maths
2014 LECTURE	Rodolphe Le Riche Introduction to kriging	Maths
2014 COMM	Michel Lutz, Rodolphe Le Riche Perceiving the world through statistics: some dimensional thoughts European Network for Business and Industrial Statistics (ENBIS) - 2014	Sciences de l'homme et de la societe
2014 COMM	Rodolphe Le Riche the kriging approach to optimization OpenTURNS Users Day 2014 - 2014	Informatique/Modélisation et simulation
2014 COMM	Loïc Brévault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche Decoupled UMDO formulation for interdisciplinary coupling satisfaction under uncertainty 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference - 2014	Informatique/Modélisation et simulation
2014 COMM	Rodolphe Le Riche A stochastic global optimization method for (urban?) multi-parameter systems Matinées de la recherche AVENUES - Roberval 2014 - 2014	Informatique/Modélisation et simulation
2014 COMM	Rodolphe Le Riche, François-Xavier Irisarri Multiscale composite optimization with design guidelines Journée d'étude : Optimisation des composites - 2014	Informatique/Modélisation et simulation
2014 COMM	Rodolphe Le Riche Optimizing with realistic simulators and kriging Labex MS2T Control of Technological Systems-of-Systems - 2014	Informatique/Modélisation et simulation
2014 COMM	Rodolphe Le Riche Optimizing from simulations : a collaboration between physical and statistical modeling Saphire seminar - 2014	Informatique/Modélisation et simulation
2014 ART	François-Xavier Irisarri, Alexis Lasseigne, François -Henri Leroy, Rodolphe Le Riche Optimal design of laminated composite structures with ply drops using stacking sequence tables Composite Structures - 2014	Informatique/Modélisation et simulation
2013 COMM	Hasna Barkia, Xavier Boucher, Rodolphe Le Riche, Marie-Agnès Girard, Philippe Beaune Semiconductor Yield Loss' Causes Identification : A Data Mining Approach 2013 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM2013) - 2013	Informatique/Modélisation et simulation
2013 COMM	Rodolphe Le Riche Global Optimization involving realistic numerical simulation : existing approaches, remaining challenges NAFEMS meeting on numerical simulation and optimal design - 2013	Informatique/Modélisation et simulation
2013 COMM	Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul, Xavier Bay On regularization techniques in statistical learning by Gaussian processes NICST'2013, New and smart Information Communication Science and Technology to support Sustainable Development - 2013	Informatique/Modélisation et simulation
2013 COMM	Jeremy Riviere, Rodolphe Le Riche, Gauthier Picard LOOM, an algorithm for finding local optima of expensive functions NICST'2013, New and smart Information Communication Science and Technology to support Sustainable Development - 2013	Maths
2013 COMM	Alexis Lasseigne, François-Xavier Irisarri, Rodolphe Le Riche Optimal design of a composite structure relevant to laminate design guidelines 19th International Conference on Composite Materials (ICCM-19) - 2013	Informatique/Modélisation et simulation
2013 COMM	Gauthier Picard, Diane Villanueva, Rodolphe Le Riche, Raphael Haftka Méthode multi-agent d'optimisation par partionnement auto-organisé 21es Journées francophones des systèmes multi-agents (JFSMA'13) - 2013	Maths
2013 COMM	Loïc Brévault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche Challenges and future trends in Uncertainty-Based Multidisciplinary Design Optimization for space transportation system design 5th European Conference for Aeronautics and Space Sciences (EUCASS 2013) - 2013	Informatique/Modélisation et simulation
2013 COMM	Hasna Barkia, Xavier Boucher, Rodolphe Le Riche, Marie-Agnès Girard, Philippe Beaune, David Rozier Extraction de connaissances pour une maîtrise du rendement en industrie du semi-conducteur 10ième Congrès International en Génie Industriel (CIGI 2013) - 2013	Informatique/Modélisation et simulation
2013 COMM	François-Xavier Irisarri, Alexis Lasseigne, Henri Leroy François -, Rodolphe Le Riche Optimisation des empilements dans les structures composites stratifiées avec arrêts de plis 18èmes Journées Nationales sur les Composites - 2013	Informatique/Modélisation et simulation
2013 COMM	Alexis Lasseigne, François-Xavier Irisarri, Rodolphe Le Riche Conception de structures composites par optimisation locale du matériau 18èmes Journées Nationales sur les Composites - 2013	Informatique/Modélisation et simulation
2013 COMM	Diane Villanueva, Raphael T. Haftka, Rodolphe Le Riche, Gauthier Picard Locating Multiple Candidate Designs with Dynamic Local Surrogates 10th World Congress on Structural and Multidisciplinary Optimization (WCSMO-10) - 2013	Maths
2013 COMM	L. Brévault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche Comparison of different global sensitivity analysis methods for aerospace vehicle optimal design 10th World Congress on Structural and Multidisciplinary Optimization, WCSMO-10 - 2013	Informatique/Modélisation et simulation
2013 COMM	Diane Villanueva, Rodolphe Le Riche, Gauthier Picard, Raphael Haftka Self-organized space partitioning for multi-agent optimization 6th International Workshop on Optimisation in Multi-Agent Systems (OPTMAS) 2013 - 2013	Maths
2013 COMM	François-Xavier Irisarri, Rodolphe Le Riche Conception de structures composites: un cheminement par les algorithmes d'optimisation Journée Optimisation Topologique et Composites SIA - 2013	Informatique/Modélisation et simulation
2013 ART	Alexandre Franquet, Stéphane Avril, Rodolphe Le Riche, Pierre Badel, Fabien Schneider, Zhi-Yong Li, Chrisitan Boissier, Jean-Pierre Favre A new method for the in vivo identification of mechanical properties in arteries from cine MRI images: theoretical framework and validation. IEEE Transactions on Medical Imaging - 2013	Sciences de l'ingenieur
2013 COMM	Anirban Chaudhuri, Rodolphe Le Riche, Mickael Meunier Estimating Feasibility Using Multiple Surrogates and ROC Curves 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference - 2013	Informatique/Modélisation et simulation
2013 ART	Alexandre Franquet, Stéphane Avril, Rodolphe Le Riche, Pierre Badel, Fabien Schneider, Chrisitan Boissier, Jean-Pierre Favre Identification of the in vivo elastic properties of common carotid arteries from MRI: a study on subjects with and without atherosclerosis. Journal of the Mechanical Behavior of Biological Materials - 2013	Sciences de l'ingenieur
2013 COMM	Bernard Guy, Rodolphe Le Riche Articulation des rationalités cartésienne et complexe dans les projets associant plusieurs disciplines 3ièmes Ateliers Sur La Contradiction - 2013	Sciences de l'ingenieur
2013 COMM	Michel Lutz, Rodolphe Le Riche, Xavier Boucher Information limitée et contradiction : application à la gestion des connaissances industrielles 3ièmes Ateliers Sur La Contradiction - 2013	Informatique/Modélisation et simulation
2013 COMM	Bernard Guy, Rodolphe Le Riche Articulation des rationalités cartésienne et complexe dans les projets associant plusieurs disciplines 3ièmes Ateliers Sur La Contradiction - 2013	Informatique/Modélisation et simulation
2013 COUV	Michel Lutz, Rodolphe Le Riche Informations limitées, dimensions et contradictions – application à la gestion des connaissances industrielles par l’emploi de méthodes statistiques	Sciences de l'homme et de la societe
2013 COMM	Derrick Fongang Fongang, Rodolphe Le Riche, Xavier Bay Product family optimization: a multiplatform algorithm based on iterative increase of the commonality Quatorzième congrès annuel de la Société Française de recherche Opérationnelle et d'Aide à la Décision (ROADEF 2013) - 2013	Informatique/Modélisation et simulation
2013 OTHER	Diane Villanueva, Rodolphe Le Riche, Gauthier Picard An agent approach to finding local optima and other ideas about distributed resolution of optimization problems	Maths
2013 ART	Christian Gogu, W. Yin, Raphael Haftka, Peter Ifju, Jérôme Molimard, Rodolphe Le Riche, Alain Vautrin Bayesian Identification of Elastic Constants in Multi-Directional Laminate from Moiré Interferometry Displacement Fields Experimental Mechanics - 2013	Sciences de l'ingenieur
2013 COMM	Diane Villanueva, Rodolphe Le Riche, Gauthier Picard, Raphael Haftka Dynamic Design Space Partitioning for Optimization of an Integrated Thermal Protection System 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference - 2013	Maths
2012 COMM	Janis Janusevskis, Ramunas Girdziusas, Rodolphe Le Riche Fast integration of multi-point improvements NIPS workshop on Bayesian Optimization and Decision Making - 2012	Informatique/Modélisation et simulation
2012 COMM	Rodolphe Le Riche, Ramunas Girdziusas, Janis Janusevskis A study of asynchronous budgeted optimization NIPS workshop on Bayesian Optimization and Decision Making - 2012	Informatique/Modélisation et simulation
2012 COMM	Rodolphe Le Riche, Janis Janusevskis, Ramunas Girdziusas, David Ginsbourger, Olivier Roustant, Victor Picheny Some experiences about optimization with Gaussian processes Invited seminar at LIMOS - 2012	Informatique/Modélisation et simulation
2012 COMM	Diane Villanueva, Gauthier Picard, Rodolphe Le Riche, Raphael Haftka Optimisation multi-agent par partitionnement adaptatif de l'espace de conception 20èmes Journées Francophones sur les Systèmes Multi-Agents - 2012	Maths
2012 COMM	Rodolphe Le Riche, Ramunas Girdziusas, Diane Villanueva, Gauthier Picard, David Ginsbourger Squaring the engineering optimization circle : distributed global optimization algorithms for computationally expensive problems invited presentation at RIO 2012 (Interdisciplinary Meeting about Optimization) - 2012	Maths
2012 REPORT	Ramunas Girdziusas, Rodolphe Le Riche, Fabien Viale, David Ginsbourger Parallel Budgeted Optimization Applied to the Design of an Air Duct	Informatique/Calcul parallèle, distribué et partagé
2012 COMM	Diane Villanueva, Rodolphe Le Riche, Gauthier Picard, Raphael Haftka Design Space Partitioning for Optimization Using Agents 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization (MAO) Conference - 2012	Maths
2012 COMM	Alexandre Franquet, Stéphane Avril, Rodolphe Le Riche, Pierre Badel, Fabien Schneider, Chrisitan Boissier, Jean-Pierre Favre In Vivo Mechanical Properties of Arteries: a Novel Identification Method Based on FEA and Image Registration ESMC 2012, 8th european conference on solid mechanics - 2012	Informatique/Modélisation et simulation

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LE RICHE - Rodolphe