La liste complète des publications du Département Génie mathématique et industriel peut être consultée via notre portail HAL-EMSE.
Vous pouvez également consulter les publications par membre de l’équipe.
Thèses soutenues depuis 2011
Muhammad Khoirul Khakim HABIBI. Optimisation intégrée de la collecte de produits en fin de vie et de leur désassemblage dans une chaîne logistique inverse, 2017
Christian Serrano montero. Planification et ordonnancement des activités dans un centre de crossdock international, 2017 Le texte intégral de cette thèse sera accessible librement à partir du 16-10-2020
Simon Carladous. Approche intégrée d’aide à la décision basée sur la propagation de l’imperfection de l’information – application à l’efficacité des mesures de protection torrentielle. Université de Lyon, 2017. Français. 〈NNT : 2017LYSEM008〉. 〈tel-01665142〉
Sergey Malyutin. Algorithms and Software for Decision Support in Design of Assembly and Transfer Lines. Université de Lyon, 2016. English. 〈NNT : 2016LYSEM020〉. 〈tel-01665129〉
Esperan Padonou. Statistical Learning on Circular Domains For Advanced Process Control in Microelectronics. Université de Lyon, 2016. English. 〈NNT : 2016LYSEM009〉. 〈tel-01438684v2〉
Fatme Makssoud. Apport de l’optimisation combinatoire pour la reconfiguration des lignes de production
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2014. Français. <NNT : 2014EMSE0742>
Hassan Maatouk. Correspondance entre régression par processus Gaussien et splines d’interpolation sous contraintes linéaires de type inégalité. Théorie et applications.
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2015. Français. <NNT : 2015EMSE0791>
Jana Fruth. Sensitivy analysis and graph-based methods for black-box functions with on application to sheet metal forming.
General Mathematics [math.GM]. Ecole Nationale Supérieure des Mines de Saint-Etienne, 2015. English. <NNT : 2015EMSE0779>
Nicolas Durrande. Étude de classes de noyaux adaptées à la simplification et à l’interprétation des modèles d’approximation. Une approche fonctionnelle et probabiliste.
Mathématiques générales [math.GM]. Ecole Nationale Supérieure des Mines de Saint-Etienne, 2011. Français
Mohand Lounes Bentaha. Conception combinatoire des lignes de désassemblage sous incertitudes
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2014. Français. <NNT : 2014EMSE0758>
Eric Lalot. Analyse des signaux piezométriques et modélisation pour l’évaluation quantitative et la caractérisation des échanges hydrauliques entre aquifères alluviaux et rivières – Application au Rhône.
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2014. Français. <NNT : 2014EMSE0734>
Sergey Kovalev. PROBLÈMES COMBINATOIRES EN CONFIGURATION DES LIGNES DE FABRICATION : ANALYSE DE COMPLEXITÉ ET OPTIMISATION
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2012. Français. <NNT : 2012EMSE0672>
Jordan Re-Bahuaud. Apports d’une approche couplée physique et géochimie des eaux souterraines pour caractériser les fonctionnements hydrodynamiques transitoires. Cas de la plaine alluviale du Forez.
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2012. Français. <NNT : 2012EMSE0666>
Matthieu Canaud. Estimation de paramètres et planification d’expériences adaptée aux problèmes de cinétique – Application à la dépollution des fumées en sortie des moteurs
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2011. Français. <NNT : 2011 EMSE 0619>
Bertrand Gauthier. Approche spectrale pour l’interpolation à noyaux et positivité conditionnelle
École Nationale Supérieure des Mines de Saint-Étienne, 2011. Français. <NNT : 2011 EMSE 0615>
Mamy Anjara Herisolo Tombozafy. Méthodologie d’analyse de l’enfoncement du lit mineur d’un fleuve : approche combinée modélisation hydraulique-géochimie. Application à la Loire Forézienne (France)
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2011. Français. <NNT : 2010EMSE0596>
Publications 2018
Article dans une revue
- Audrey Cerqueus, Xavier Delorme. A branch-and-bound method for the bi-objective simple line assembly balancing problem. International Journal of Production Research, Taylor & Francis, 2018, pp.1-20. ⟨10.1080/00207543.2018.1539266⟩. ⟨emse-01961748⟩
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- Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant. Finite-dimensional Gaussian approximation with linear inequality constraints. SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2018, 6 (3), pp.1224-1255. ⟨10.1137/17M1153157⟩. ⟨hal-01864332⟩
- Akram Chibani, Xavier Delorme, Alexandre Dolgui, Henri Pierreval. Dynamic optimisation for highly agile supply chains in e-procurement context. International Journal of Production Research, Taylor & Francis, 2018, 56 (17), pp.5904-5929. ⟨hal-01961199⟩
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- Jana Fruth, Olivier Roustant, Sonja Kuhnt. Support indices: Measuring the effect of input variables over their supports. Reliability Engineering and System Safety, Elsevier, 2018, ⟨10.1016/j.ress.2018.07.026⟩. ⟨emse-01863234⟩
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- Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier. Nested Kriging predictions for datasets with large number of observations. Statistics and Computing, Springer Verlag (Germany), 2018, 28 (4), pp.849-867. ⟨10.1007/s11222-017-9766-2⟩. ⟨hal-01345959v3⟩
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- 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, 9 (1), pp.1-10. ⟨10.17535/crorr.2018.0001⟩. ⟨emse-01412156⟩
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- Malek Ben Salem, Lionel Tomaso. Automatic selection for general surrogate models. Structural and Multidisciplinary Optimization, Springer Verlag (Germany), 2018. ⟨hal-01685848⟩
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- Mohammed-Amine Abdous, Xavier Delorme, Daria Battini, Fabio Sgarbossa, Sandrine Berger-Douce. Multi-objective optimization of assembly lines with workers fatigue consideration. IFAC-PapersOnLine, Elsevier, 2018, 16th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2018, Bergamo, Italy, 11-13 June 2018, 51 (11), pp.698 – 703. ⟨10.1016/j.ifacol.2018.08.400⟩. ⟨emse-01876108⟩
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- Serena Finco, Daria Battini, Xavier Delorme, Alessandro Persona, Fabio Sgarbossa. Heuristic methods to consider rest allowance into assembly balancing problem. IFAC-PapersOnLine, Elsevier, 2018, 16th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2018, Bergamo, Italy, 11-13 June 2018, 51 (11), pp.669 – 674. ⟨10.1016/j.ifacol.2018.08.395⟩. ⟨emse-01876074⟩
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- Kseniya Schemeleva, Xavier Delorme, Alexandre Dolgui. Evaluation of solution approaches for a stochastic lot-sizing and sequencing problem. International Journal of Production Economics, Elsevier, 2018, 199, pp.179-192. ⟨10.1016/j.ijpe.2018.02.017⟩. ⟨hal-01734617⟩
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- James Hensman, Nicolas Durrande, Arno Solin. Variational Fourier features for Gaussian processes. Journal of Machine Learning Research, Journal of Machine Learning Research, 2018, 18 (151), pp.1-52. ⟨emse-01411206⟩
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Communication dans un congrès
- 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), Dec 2018, Châtillon, France. ⟨hal-01946450⟩
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- David Gaudrie, Rodolphe Le Riche, Victor Picheny. Achievable Goals in Bayesian Multi-Objective Optimization. Journées du GdR MOA, Oct 2018, Pau, France. ⟨hal-01913223⟩
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- Mohammed-Amine Abdous, Sandrine Berger-Douce, Xavier Delorme. Intégrer l’ergonomie dans la conception des systèmes de production: outil d’aide à la décision. 13ème Congrès du RIODD, Oct 2018, Grenoble, France. ⟨emse-01893206⟩
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- Xavier Delorme, Alexandre Dolgui. Conception de systèmes de production reconfigurables/flexibles. Colloque systèmes de production du futur, Oct 2018, Paris, France. ⟨hal-01979455⟩
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- Omar Ezzat, Khaled Medini, Xavier Boucher, Xavier Delorme. Product and service modularization for variety management. CARV 2018 Changeable, Agile, Reconfigurable and Virtual Production, Oct 2018, Nantes, France. pp.148-153, ⟨10.1016/j.promfg.2018.12.024⟩. ⟨emse-01954903⟩
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- Mohammed-Amine Abdous, Serena Finco, V. Visentin. Workload evaluation of industrial work: existing methods and practical applications. XXII I Summer School “Francesco Turco” – Industrial Systems Engineering, Sep 2018, Palermo, Italy. ⟨emse-01988327⟩
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- Sergey Kovalev, Xavier Delorme, Alexandre Dolgui, Mikhail Y. Kovalyov. An optimal workforce assignment problem for a paced assembly line at the line design stage. 29th European Conference on Operational Research (EURO-2018), Jul 2018, Valencia, Spain. ⟨hal-01979441⟩
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- Marie-Liesse Cauwet, Olivier Teytaud. Surprising strategies obtained by stochastic optimization in partially observable games. CEC 2018 – IEEE Congress on Evolutionary Computation, Jul 2018, Rio de Janeiro, Brazil. pp.1-8. ⟨hal-01829721⟩
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- Paolo Gianessi, Oussama Masmoudi, Xavier Delorme. LP models for the job-shop scheduling problem with energy consideration. ISMP 2018 – 23rd International Symposium on Mathematical Programming, Jul 2018, Bordeaux, France. ⟨hal-01957395⟩
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- Stéphanie Bayard, Frédéric Grimaud. ENJEUX FINANCIERS DE DDMRP : UNE APPROCHE SIMULATOIRE. 12e Conférence Internationale de Modélisation, Optimisation et SIMulation- MOSIM’18, Jun 2018, TOULOUSE, France. ⟨emse-02060613⟩
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- Adrien Spagnol, Rodolphe Le Riche, Sébastien Da Veiga. Global sensitivity analysis for optimization with variable selection. 12th International Conference on Learning and Intelligent Optimization, Jun 2018, Kalamata, Greece. ⟨emse-01957502⟩
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- Xavier Delorme, Alexandre Dolgui, Sergey Kovalev, Mikhail Y. Kovalyov. Workforce planning for cyclic production of multiple parts on a paced line. Proceedings of the 8th International conference “Tanaev’s Readings 2018”, Mar 2018, Minsk, Belarus. pp.197-199. ⟨hal-01979435⟩
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- Olivier Roustant, Rodolphe Le Riche. The OQUAIDO research chair in a nutshell. MASCOT-NUM GDR meeting, Mar 2018, Nantes, France. ⟨emse-01957527⟩
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- Oussama Masmoudi, Xavier Delorme, Paolo Gianessi. Ordonnancement d’un atelier de type job-shop avec considération énergétique. ROADEF2018 – 19ème Conférence de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2018, Lorient, France. ⟨hal-01957382⟩
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- Audrey Cerqueus, Xavier Delorme. Ensembles bornants pour un problème d’équilibrage de ligne d’assemblage bi-objectif. 19e Conférence ROADEF de la société Française de Recherche Opérationnelle et Aide à la Décision, Feb 2018, Lorient, France. ⟨emse-01961699⟩
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- Amine Abdous, Xavier Delorme, Daria Battini, Fabio Sgarbossa, Sandrine Berger-Douce. Assembly line balancing problem with consideration of workers fatigue and recovery. 20th International Working Seminar on Production Economics, Feb 2018, Innsbrück, Austria. ⟨emse-01711979⟩
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Cours
- Rodolphe Le Riche. A comparative introduction to two optimization classics: the Nelder-Mead and the CMA-ES algorithms. Doctoral. La Rochelle, France. 2018. ⟨cel-02091527⟩
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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. Journées du GdR Mascot-Num 2018, Mar 2018, Nantes, France. ⟨hal-01803844⟩
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Pré-publication, Document de travail
- David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert. Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Parallel Versions. 2018. ⟨emse-01957614⟩
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- Olivier Roustant. Sobol-Hoeffding decomposition: bounds and extremes. 2018. ⟨hal-01953080⟩
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- 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. 2018. ⟨emse-01891840⟩
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- François Bachoc, Agnes Lagnoux, Andrés F. López-Lopera. Maximum likelihood estimation for Gaussian processes under inequality constraints. 2018. ⟨hal-01864340⟩
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- Jean-Charles Croix, Nicolas Durrande, Mauricio Alvarez. Bayesian inversion of a diffusion evolution equation with application to Biology. 2018. ⟨emse-01814856⟩
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Publications 2017
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Article dans une revue
- Muhammad Habibi, Olga Battaïa, Van-Dat Cung, Alexandre Dolgui. Collection–disassembly problem in reverse supply chain. International Journal of Production Economics, Elsevier, 2017, 183, pp.334-344. 〈10.1016/j.ijpe.2016.06.025〉. 〈emse-01341735〉
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- Simon Carladous, Jean Tacnet, Mireille Batton-Hubert, Jean Dezert, Olivier Marco. Managing protection in torrential mountain watersheds: A new conceptual integrated decision-aiding framework. Land Use Policy, Elsevier, 2017, 〈10.1016/j.landusepol.2017.10.040〉. 〈emse-01639709〉
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- Christian Serrano, Xavier Delorme, Alexandre Dolgui. Scheduling of truck arrivals, truck departures and shop-floor operation in a cross-dock platform, based on trucks loading plans. International Journal of Production Economics, Elsevier, 2017, 194, pp.102-112. 〈10.1016/j.ijpe.2017.09.008〉. 〈emse-01617801〉
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- Sergey Kovalev, Xavier Delorme, Alexandre Dolgui, Ammar Oulamara. Minimizing the number of stations and station activation costs for a production line. Computers and Operations Research, Elsevier, 2017, 79, pp.131 – 139. 〈10.1016/j.cor.2016.10.007〉. 〈emse-01438176〉
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- Thomas Muehlenstaedt, Jana Fruth, Olivier Roustant. Computer experiments with functional inputs and scalar outputs by a norm-based approach. Statistics and Computing, Springer Verlag (Germany), 2017, 27 (4), pp.1083 – 1097. 〈10.1007/s11222-016-9672-z〉. 〈emse-01506232〉
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- Audrey Cerqueus, Xavier Gandibleux, Anthony Przybylski, Frédéric Saubion. On branching heuristics for the bi-objective 0/1 unidimensional knapsack problem. Journal of Heuristics, Springer Verlag, 2017, 〈10.1007/s10732-017-9346-9〉. 〈hal-01564982〉
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- Xavier Bay, Laurence Grammont, Hassan Maatouk. A new method for interpolating in a convex subset of a Hilbert space . Computational Optimization and Applications, Springer Verlag, 2017, 68 (1), pp.95-120. 〈http://link.springer.com/article/10.1007/s10589-017-9906-9〉. 〈10.1007/s10589-017-9906-9〉. 〈hal-01136466v2〉
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- Hassan Maatouk, Xavier Bay. Gaussian process emulators for computer experiments with inequality constraints: Gaussian process emulators with inequality constraints. Mathematical Geosciences, Springer Verlag, 2017, 49 (5), pp.557-582. 〈10.1007/s11004-017-9673-2〉. 〈hal-01096751v3〉
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- Malek Ben Salem, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso. Universal Prediction Distribution for Surrogate Models. SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2017, 5 (1), pp.1086 – 1109. 〈10.1137/15M1053529〉. 〈emse-01660569〉
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- Olivier Roustant, Franck Barthe, Bertrand Iooss. Poincaré inequalities on intervals – application to sensitivity analysis. Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2017, 11 (2), pp.3081 – 3119. 〈10.1214/17-EJS1310〉. 〈emse-01586681〉
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- Luc Laurent, Rodolphe Le Riche, Bruno Soulier, Pierre-Alain Boucard. An overview of gradient-enhanced metamodels with applications. Archives of Computational Methods in Engineering, Springer Verlag, 2017, pp 1-46. 〈10.1007/s11831-017-9226-3 〉. 〈emse-01525674v2〉
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- Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier. Nested Kriging predictions for datasets with a large number of observations. Statistics and Computing, Springer Verlag (Germany), 2017, pp 1-19. 〈10.1007/s11222-017-9766-2〉. 〈emse-01576391〉
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Communication dans un congrès
- Oussama Ben Ammar, Anshuman Chutani, Xavier Delorme, Alexandre Dolgui. Retailer Supply Networks: An analysis and research perspective. 18th Asia Pacific Industrial Engineering and Management System Conference, Dec 2017, Yogyakarta, Indonesia. pp.D1-6 to D1-11, 2017, ISBN: 978-602-50913-0-8. 〈apiems2017.org〉. 〈hal-01688937〉
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- Adrien Spagnol, Rodolphe Le Riche, Sébastien Da Veiga, Olivier Roustant. Global sensitivity analysis for optimization with variable selection. PGMO Days 2017, Nov 2017, Saclay, France. 2017. 〈emse-01639564〉
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- Audrey Cerqueus, Xavier Delorme. Bounds and bound sets for the bi-objective simple assembly line balancing problem. IESM 2017 : 7th International Conference on Industrial Engineering and Systems Management, Oct 2017, Saarbrücken, Germany. 〈http://www.iesm17.org/〉. 〈emse-01650019〉
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- Christian Serrano, Alexandre Dolgui, Xavier Delorme. Truck scheduling at a cross-dock with repackaging. 24th International Conference on Production Research, Jul 2017, Poznan, Poland. Proceedings of the 24th International Conference on Production Research (ICPR 2017). 〈emse-01689360〉
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- Diego Cattaruzza, Paolo Gianessi. A Branch&Cut algorithm for the Multi-Trip Vehicle Routing Problem with Time Windows. IFORS 2017 – 21st Conference of the International Federation of Operational Research Societies, Jul 2017, Quebec City, Canada. pp.1-2. 〈hal-01629463〉
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- Stéphanie Mahévas, Victor Picheny, Patrick Lambert, Dumoulin Nicolas, Lauriane Rouan, et al.. Suivez le guide! Optimiser un modèle complexe suppose une bonne démarche et de bons outils. Colloque Pêches et Changements Globaux 2017, Jun 2017, Nantes, France. 2017. 〈emse-01571118〉
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- Jean-Marc Tacnet, Simon Carladous, Jean Dezert, Deqiang Han, Mireille Batton-Hubert. New MCDM methods under uncertainty applied to integrated natural risks management. IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 2017 , Jun 2017, Annecy, France. 2017, Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 2017 IEEE International Conference on. 〈10.1109/CIVEMSA.2017.7995325〉. 〈emse-01586720〉
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- Espéran Padonou, Olivier Roustant. Analyse de sensibilité en domaine circulaire. SFdS 49èmes Journées de Statistique , May 2017, Avignon, France. 2017. 〈emse-01540219〉
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- Rodolphe Le Riche, Hossein Mohammadi, Nicolas Durrande, Eric Touboul, Xavier Bay. A Comparison of Regularization Methods for Gaussian Processes. 2017 SIAM Conference on Optimization, May 2017, Vancouver, Canada. MS18 PDE-Constrained Optimization, Control and Games: New Models and Methods – Part II of II, 2017. 〈emse-01525668〉
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- Diego Cattaruzza, Paolo Gianessi. A Branch&Cut algorithm for the Multi-Trip Vehicle Routing Problem with Time Windows. ROADEF2017 – 18ème Conférence de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2017, Metz, France. 〈hal-01651581〉
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Cours
- Nicolas Durrande, Rodolphe Le Riche. Introduction to Gaussian Process Surrogate Models. École thématique. France. 2017. 〈cel-01618068〉
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Rapport
- Hossein Mohammadi, Rodolphe Le Riche, Nicolas Durrande, Eric Touboul, Xavier Bay. An analytic comparison of regularization methods for Gaussian Processes. [Research Report] Ecole Nationale Supérieure des Mines de Saint-Etienne; LIMOS. 2017. 〈hal-01264192v4〉
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Pré-publication, Document de travail
- François Bachoc, Nicolas Durrande, Didier Rullière, Clément Chevalier. Some properties of nested Kriging predictors. 2017. 〈hal-01561747〉
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- Mickaël Binois, David Ginsbourger, Olivier Roustant. On the choice of the low-dimensional domain for global optimization via random embeddings. 2017. 〈hal-01508196〉
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- Xavier Bay, Jean-Charles Croix. Karhunen-Loève decomposition of Gaussian measures on Banach spaces. 2017. 〈emse-01501998v4〉
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