Publications

| Thèses | Publications 2019Publications 2018 |

La liste complète des publications du Département Génie mathématique et industriel peut être consultée via notre portail HAL-EMSE.

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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 MakssoudApport de l’optimisation combinatoire pour la reconfiguration des lignes de production
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2014. Français. <NNT : 2014EMSE0742>

Hassan MaatoukCorrespondance 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 FruthSensitivy 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 DurrandeÉtude 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 BentahaConception combinatoire des lignes de désassemblage sous incertitudes
Ecole Nationale Supérieure des Mines de Saint-Etienne, 2014. Français. <NNT : 2014EMSE0758>

Eric LalotAnalyse 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 KovalevPROBLÈMES 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-BahuaudApports 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 CanaudEstimation 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 GauthierApproche 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 2019

Article dans une revue

Oussama Masmoudi, Xavier Delorme, Paolo Gianessi. Job-shop scheduling problem with energy consideration. International Journal of Production Economics, Elsevier, 2019, 216, pp.12-22. ⟨10.1016/j.ijpe.2019.03.021⟩. ⟨emse-02115819⟩
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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, Springer Verlag, 2019, pp 1-26. ⟨10.1007/s10472-019-09644-8⟩. ⟨emse-01957614⟩
https://arxiv.org/pdf/1811.03862 BibTex
Serena Finco, Daria Battini, Xavier Delorme, Alessandro Persona, Fabio Sgarbossa. Workers’ rest allowance and smoothing of the workload in assembly lines. International Journal of Production Research, Taylor & Francis, 2019, pp.1-16. ⟨10.1080/00207543.2019.1616847⟩. ⟨emse-02138950⟩
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Alban Derrien, Emmanuel Boutillon, Audrey Cerqueus. Additive, Structural and Multiplicative Transformations for the Construction of Quasi-Cyclic LDPC matrices. IEEE Transactions on Communications, Institute of Electrical and Electronics Engineers, 2019, 67 (4), pp.2647-2659. ⟨10.1109/TCOMM.2018.2890251⟩. ⟨hal-01950474⟩
https://hal.archives-ouvertes.fr/hal-01950474/file/FINAL%20VERSION.pdf BibTex
Simon Carladous, Jean-Marc 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, 2019, 80, pp.464-479. ⟨10.1016/j.landusepol.2017.10.040⟩. ⟨emse-01982080⟩
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Cécile Mercadier, Olivier Roustant. The tail dependograph. Extremes, Springer Verlag (Germany), 2019, ⟨10.1007/s10687-019-00345-3⟩. ⟨hal-01649596v3⟩
https://hal.archives-ouvertes.fr/hal-01649596/file/last-version.pdf BibTex
Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga. Global sensitivity analysis for optimization with variable selection. SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2019, 7 (2), pp.417-443. ⟨10.1137/18M1167978⟩. ⟨emse-01957544⟩
https://arxiv.org/pdf/1811.04646 BibTex
Xavier Delorme, Alexandre Dolgui, Sergey Kovalev, Mikhail Kovalyov. Minimizing the number of workers in a paced mixed-model assembly line. European Journal of Operational Research, Elsevier, 2019, 272 (1), pp.188 – 194. ⟨10.1016/j.ejor.2018.05.072⟩. ⟨emse-01840007⟩
https://hal-emse.ccsd.cnrs.fr/emse-01840007/file/WorkersTSP%209%20March.pdf BibTex
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, 2019, 26 (1), pp.61-106. ⟨10.1007/s11831-017-9226-3 ⟩. ⟨emse-01525674v3⟩
https://hal-emse.ccsd.cnrs.fr/emse-01525674/file/paperHAL.pdf BibTex
Muh. Khoirul Khakim Habibi, Olga Battaïa, Van-Dat Cung, Alexandre Dolgui, Manoj Kumar Tiwari. Sample average approximation for multi-vehicle collection–disassembly problem under uncertainty. International Journal of Production Research, Taylor & Francis, 2019, 57 (8), pp.2409-2428. ⟨10.1080/00207543.2018.1519262⟩. ⟨emse-01987852⟩
https://hal-emse.ccsd.cnrs.fr/emse-01987852/file/Habibi2018IJPR.pdf BibTex
Xavier Bay, Jean-Charles Croix. Karhunen–Loève decomposition of Gaussian measures on Banach spaces. Probability and Mathematical Statistics, 2019, 39 (2), pp.279 – 297. ⟨10.19195/0208-4147.39.2.3⟩. ⟨emse-02426501⟩
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David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert. Modeling and Optimization with Gaussian Processes in Reduced Eigenbases. Structural and Multidisciplinary Optimization, Springer Verlag (Germany), 2019. ⟨emse-02390627⟩
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Communication dans un congrès

Mohamed Reda El Amri, Christophette Blanchet-Scalliet, Celine Helbert, Rodolphe Le Riche. Bayesian Optimization Under Uncertainty for Chance Constrained Problems. PGMO Days 2019, Dec 2019, Palaiseau, France. ⟨emse-02351011⟩
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David Gaudrie, Rodolphe Le Riche, Victor Picheny. Bayesian Optimization in Reduced Eigenbases. PGMO Days 2019, Dec 2019, Palaiseau, France. ⟨emse-02351036⟩
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Nihad Aghbalou, Mohamed Tahar Mabrouk, Pierrick Haurant, Mireille Batton-Hubert, Bruno Lacarrière. Metamodeling Based Approach for District Heat Network Aggregation. International Conference on Time Series and Forecasting, ITISE 2019, Sep 2019, Grenade, Spain. pp.295-307. ⟨emse-02301028⟩
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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, Sep 2019, Nice, France. ⟨hal-02292889⟩
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Omar Ezzat, Khaled Medini, Maria Stoettrup Schioenning Larsen, Xavier Boucher, Thomas Brunoe, et al.. A DSM Clustering Method for Product and Service Modularization. APMS 2019: Advances in Production Management Systems. Production Management for the Factory of the Future, Sep 2019, Austin, United States. pp.375-382, ⟨10.1007/978-3-030-30000-5_47⟩. ⟨emse-02278666⟩
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Paolo Gianessi, Xavier Delorme, Oussama Masmoudi. Simple Assembly Line Balancing Problem with Power Peak Minimization. APMS 2019: Advances in Production Management Systems. Production Management for the Factory of the Future, Sep 2019, Austin, United States. pp.239-247, ⟨10.1007/978-3-030-30000-5_31⟩. ⟨hal-02274953⟩
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Xavier Boucher, Audrey Cerqueus, Xavier Delorme, Clemens Gonnermann, Magdalena Paul, et al.. Towards Reconfigurable Digitalized and Servitized Manufacturing Systems: Conceptual Framework. APMS 2019: Advances in Production Management Systems. Production Management for the Factory of the Future, Sep 2019, Austin, United States. pp.214-222, ⟨10.1007/978-3-030-30000-5_28⟩. ⟨emse-02278249⟩
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Jhouben Cuesta Ramirez, Olivier Roustant, Rodolphe Le Riche, Alain Gliere, Cédric Durantin, et al.. Inversion of a costly multivariate function in presence of categorical variables. APPLIED INVERSE PROBLEMS CONFERENCE, Jul 2019, Grenoble, France. ⟨hal-02273738⟩
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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, Jun 2019, Dublin, Ireland. ⟨emse-02295164⟩
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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, Jun 2019, Dublin, Ireland. ⟨hal-02170283⟩
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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), May 2019, Séoul, South Korea. ⟨10.22725/ICASP13.093⟩. ⟨emse-02133923⟩
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David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert. From CAD to Eigenshapes for Surrogate-based Optimization. 13th World Congress of Structural and Multidisciplinary Optimization, May 2019, Beijing, China. ⟨hal-02142492⟩
https://hal.archives-ouvertes.fr/hal-02142492/file/full_paper_wcsmo.pdf BibTex
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, Mar 2019, Rueil-Malmaison, France. ⟨hal-02088729⟩
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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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Serena Finco, Mohammed-Amine Abdous, Daria Battini, Martina Calzavara, Xavier Delorme. Assembly Line Design with Tools Vibration. 9th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2019, Aug 2019, Berlin, Germany. ⟨emse-02283024⟩
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Damien Lamy, Audrey Cerqueus, Serena Finco, Paolo Gianessi. Intégration du Rest Allowance dans l’ordonnancement d’ateliers de types Job-shop. 20ème Congrès annuel de la société française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Feb 2019, Le Havre, France. ⟨emse-02050644⟩
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Audrey Cerqueus, Xavier Delorme, Mohammed-Amine Abdous. Branch-and-bound bi-objectif pour l’équilibrage de ligne d’assemblage intégrant la fatigue des opérateurs. 20ème Congrès annuel de la société française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Feb 2019, Le Havre, France. ⟨emse-02050885⟩
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Stéphanie Bayard, Frédéric Grimaud, Xavier Delorme. Présentation ESCAPADD. Forum SPACE, Dec 2019, Toulouse, France. ⟨emse-02402632⟩
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Mahdi El Alaoui El Abdellaoui, Frédéric Grimaud, Paolo Gianessi, Xavier Delorme. Integrated Decision Process to Design Manufacturing Systems towards Industry 4.0. 9th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2019, Aug 2019, Berlin, Germany. ⟨emse-02388610⟩
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Mohammed-Amine Abdous, Xavier Delorme, Daria Battini, Sandrine Berger-Douce. Ergonomics in the assembly line design problem. 20ème Congrès annuel de la société française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Feb 2019, Le Havre, France. ⟨emse-02049529⟩
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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, Jun 2018, Kalamata, Greece. pp 175-179, ⟨10.1007/978-3-030-05348-2_15⟩. ⟨hal-01883336⟩
https://hal.archives-ouvertes.fr/hal-01883336/file/Targeting%20Well-Balanced%20Solutions%20under%20a%20Restricted%20Budget.pdf BibTex

Chapitre d’ouvrage

Audrey Cerqueus, Xavier Delorme, A. Dolgui. Analysis of the Scalability for Different Configurations of Lines. Lyes Benyoucef. Reconfigurable Manufacturing Systems: From Design to Implementation, pp.139-160, 2019, Springer Series in Advanced Manufacturing, ⟨10.1007/978-3-030-28782-5_7⟩. ⟨emse-02333715⟩
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Mireille Batton-Hubert, Eric Desjardin, François Pinet. Imperfection et information géographique. Mireille Batton‐Hubert Eric Desjardin François Pinet. L’imperfection des données géographiques 1 Bases théoriques, ISTE, pp.5-12, 2019, 9781784056247. ⟨emse-02292278⟩
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Mireille Batton-Hubert, François Pinet. Formalismes et représentation des objets géographiques imparfaits. Mireille Batton‐Hubert Eric Desjardin François Pinet. L’imperfection des données géographiques 1 Bases théoriques, ISTE, pp.87-115, 2019, 9781784056247. ⟨emse-02292302⟩
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Mireille Batton-Hubert, Eric Desjardin, François Pinet. Imperfection and Geographic Information. Mireille Batton‐Hubert Eric Desjardin François Pinet. Geographic Data Imperfection 1: From Theory to Applications, Wiley Online Library, pp.1-10, 2019, 9781119507284. ⟨10.1002/9781119507284.ch1⟩. ⟨emse-02267359⟩
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Mireille Batton-Hubert, François Pinet. Formalisms and Representations of Imperfect Geographic Objects. Mireille Batton‐Hubert Eric Desjardin François Pinet. Geographic Data Imperfection 1: From Theory to Applications, Wiley Online Library, pp.73-103, 2019, 9781119507284. ⟨10.1002/9781119507284.ch5⟩. ⟨emse-02267373⟩
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Mireille Batton-Hubert, Eric Desjardin, François Pinet. Front Matter : Geographic Data Imperfection 1: From Theory to Applications. Mireille Batton‐Hubert Eric Desjardin François Pinet. Geographic Data Imperfection 1: From Theory to Applications, Wiley Online Library, pp.i-xii, 2019, 9781119507284. ⟨10.1002/9781119507284.fmatter⟩. ⟨emse-02267420⟩
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Simon Carladous, Jean-Marc Tacnet, Jean Dezert, Mireille Batton-Hubert. Decision-Aid Methods Based on Belief Function Theory with Application to Torrent Protection. Bossé É., Rogova G. Information Quality in Information Fusion and Decision Making. Information Fusion and Data Science, Springer, Cham, pp.329-357, 2019, 978-3-030-03643-0. ⟨10.1007/978-3-030-03643-0_15⟩. ⟨emse-02094823⟩
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Direction d’ouvrage, Proceedings, Dossier

Mireille Batton-Hubert, Eric Desjardin, François Pinet. L’imperfection des données géographiques 1 Bases théoriques. Mireille Batton‐Hubert Eric Desjardin François Pinet. ISTE, pp.224, 2019, 9781784056247. ⟨emse-02292264⟩
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Mireille Batton-Hubert, Eric Desjardin, François Pinet. Geographic Data Imperfection 1: From Theory to Applications. Mireille Batton‐Hubert Eric Desjardin François Pinet. Wiley Online Library, pp.216, 2019, 9781119507284. ⟨10.1002/9781119507284⟩. ⟨emse-02267411⟩
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Cours

Rodolphe Le Riche. Optimization under uncertainties: an overview with a focus on Gaussian processes. Doctoral. Porquerolles, France. 2019. ⟨cel-02285533⟩
https://hal.archives-ouvertes.fr/cel-02285533/file/course_optim_uncertainties_2019.pdf BibTex
Rodolphe Le Riche, Nicolas Durrande. An overview of kriging for researchers. Doctoral. Porquerolles, France. 2019. ⟨cel-02285439v2⟩
https://hal.archives-ouvertes.fr/cel-02285439/file/course_intro_kriging_2019.pdf BibTex

Poster

Radia Spiga, Mireille Batton-Hubert, Marianne Sarazin. Predicting hospital admissions with integer-valued time series. Olga Valenzuela, Fernando Rojas, Héctor Pomares, Ignacio Rojas. International Conference on Time Series and Forecasting, ITISE 2019, Sep 2019, Grenade, Spain. 2, pp.897-998, Proceedings ITISE-2019. ⟨emse-02301132⟩
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Pré-publication, Document de travail

David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert. Modeling and Optimization with Gaussian Processes in Reduced Eigenbases – Extended Version. 2019. ⟨emse-02278173⟩
https://arxiv.org/pdf/1908.11272 BibTex
Nathaniel B. Price, Mathieu Balesdent, Sebastien Defoort, Rodolphe Le Riche, Nam H. Kim, et al.. Safety-margin-based design and redesign considering mixed epistemic model uncertainty and aleatory parameter uncertainty. 2019. ⟨hal-02171882⟩
https://arxiv.org/pdf/1904.08978 BibTex
Tran Vi-Vi Élodie Perrin, Olivier Roustant, Jérémy Rohmer, Olivier Alata. Prédiction d’images par krigeage et ACP sur base d’ondelettes, avec application à un modèle d’inondation côtière. 2019. ⟨hal-02144126⟩
https://hal.archives-ouvertes.fr/hal-02144126/file/PrePrintMetamodelFPCAForSpatial%20output%20.pdf BibTex
Andrés F. López-Lopera, St John, Nicolas Durrande. Gaussian Process Modulated Cox Processes under Linear Inequality Constraints. 2019. ⟨hal-02121220⟩
https://arxiv.org/pdf/1902.10974 BibTex
Stéphanie Bayard, Frédéric Grimaud, Xavier Delorme. Livrable de l’étude ESCAPADD : L’IDENTIFICATION DES PRATIQUES DE PILOTAGE ET DES TERRAINS, A PRIORI FAVORABLES A L’ADOPTION DE DDMRP. 2019. ⟨emse-02402557⟩
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Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant. Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC. 2019. ⟨hal-02104840⟩
https://arxiv.org/pdf/1901.04827 BibTex
Andrés F. López-Lopera, Nicolas Durrande, Mauricio A. Álvarez. Physically-Inspired Gaussian Process Models for Post-Transcriptional Regulation in Drosophila. 2019. ⟨hal-02104852⟩
https://arxiv.org/pdf/1808.10026 BibTex
Olivier Roustant, Esperan Padonou, Yves Deville, Aloïs Clément, Guillaume Perrin, et al.. Group kernels for Gaussian process metamodels with categorical inputs. 2019. ⟨hal-01702607v3⟩
https://hal.archives-ouvertes.fr/hal-01702607/file/groupKernels%20%281%29.pdf BibTex
Malek Ben Salem, François Bachoc, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso. Sequential dimension reduction for learning features of expensive black-box functions. 2019. ⟨hal-01688329v2⟩
https://hal.archives-ouvertes.fr/hal-01688329/file/main.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/Ackley20D40iterboxlot.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/Ackley20D40itermean.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/Borhole25Dboxlot.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/Borhole25Dmean.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/Branin25Dboxlot.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/Branin25Dmean.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/harmtann15Dboxlot.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/harmtann15Dmean.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/hartmannbydimnewcolorcode.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/IDEAL_cos2pix2_1.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/IDEAL_cos2pi_constrastxstar.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/IDEAL_cos_krigx1.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/IDEAL_loglik2.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/IDEAL_loglik2bad.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/IDEAL_loglikcos2pi_10_tr.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/legend.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/meancomputingTime.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/Rosenbrock20_5D_largerboxlot.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/Rosenbrock20_5D_largermean.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/rosenbrock_missperc.pdf https://hal.archives-ouvertes.fr/hal-01688329/file/rosenperc_inf_var.pdf BibTex

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⟩
https://arxiv.org/pdf/1710.07453 BibTex
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⟩
https://hal.archives-ouvertes.fr/hal-01345959/file/Nested_Kriging_predictions.pdf BibTex
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⟩
https://hal.archives-ouvertes.fr/hal-01685848/file/PPS_paper_rev%20%282%29.pdf BibTex
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⟩
BibTex
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⟩
https://hal.archives-ouvertes.fr/hal-01734617/file/Evaluation_Algo.pdf BibTex
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⟩
https://arxiv.org/pdf/1611.06740 BibTex

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⟩
BibTex
David Gaudrie, Rodolphe Le Riche, Victor Picheny. Achievable Goals in Bayesian Multi-Objective Optimization. Journées du GdR MOA, Oct 2018, Pau, France. ⟨hal-01913223⟩
BibTex
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⟩
https://hal.inria.fr/hal-01829721/file/parampogames.pdf BibTex
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⟩
https://arxiv.org/pdf/1811.04646 BibTex
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⟩
https://hal.archives-ouvertes.fr/cel-02091527/file/course_optim_mexico18_R_Le_Riche.pdf BibTex

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⟩
https://hal.archives-ouvertes.fr/hal-01803844/file/Poster_David_Gaudrie_Mascot18.pdf BibTex

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⟩
https://arxiv.org/pdf/1811.03862 BibTex
Olivier Roustant. Sobol-Hoeffding decomposition: bounds and extremes. 2018. ⟨hal-01953080⟩
https://hal.archives-ouvertes.fr/hal-01953080/file/Sobol_Hoeffding_bounds_extremes_slides.pdf BibTex
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⟩
https://arxiv.org/pdf/1809.10482v1 BibTex
François Bachoc, Agnes Lagnoux, Andrés F. López-Lopera. Maximum likelihood estimation for Gaussian processes under inequality constraints. 2018. ⟨hal-01864340⟩
https://arxiv.org/pdf/1804.03378 BibTex
Jean-Charles Croix, Nicolas Durrande, Mauricio Alvarez. Bayesian inversion of a diffusion evolution equation with application to Biology. 2018. ⟨emse-01814856⟩
https://hal-emse.ccsd.cnrs.fr/emse-01814856/file/article.pdf BibTex

Publications 2017

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〉
https://hal-emse.ccsd.cnrs.fr/emse-01341735/file/elsarticle-template.pdf BibTex
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〉
https://hal-emse.ccsd.cnrs.fr/emse-01438176/file/COR_Activation_costs_2016_10_13.pdf BibTex
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〉
https://hal.archives-ouvertes.fr/hal-01136466/file/Maatouk_H.pdf BibTex
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〉
https://hal.archives-ouvertes.fr/hal-01096751/file/Maatouk_Kriging_Inequality_Constraints.pdf BibTex
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〉
https://hal-emse.ccsd.cnrs.fr/emse-01525674/file/paperHAL.pdf BibTex
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〉
BibTex
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〉
BibTex
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〉
BibTex
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〉
https://hal.archives-ouvertes.fr/hal-01651581/file/ROADEF2017_Cattaruzza_Gianessi.pdf BibTex

Cours

Nicolas Durrande, Rodolphe Le Riche. Introduction to Gaussian Process Surrogate Models. École thématique. France. 2017. 〈cel-01618068〉
https://hal.archives-ouvertes.fr/cel-01618068/file/intro_to_GP_surrogates.pdf BibTex

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〉
https://hal.archives-ouvertes.fr/hal-01264192/file/regularization_kriging_3.pdf BibTex

Pré-publication, Document de travail

François Bachoc, Nicolas Durrande, Didier Rullière, Clément Chevalier. Some properties of nested Kriging predictors. 2017. 〈hal-01561747〉
https://hal.archives-ouvertes.fr/hal-01561747/file/properties_nested_kriging.pdf BibTex
Mickaël Binois, David Ginsbourger, Olivier Roustant. On the choice of the low-dimensional domain for global optimization via random embeddings. 2017. 〈hal-01508196〉
https://hal.inria.fr/hal-01508196/file/OnTheChoice.pdf BibTex
Xavier Bay, Jean-Charles Croix. Karhunen-Loève decomposition of Gaussian measures on Banach spaces. 2017. 〈emse-01501998v4〉
https://hal-emse.ccsd.cnrs.fr/emse-01501998/file/Karhunen_loeve_decomposition_gaussian_measures.pdf BibTex

Publications antérieures à 2017