Publications

| Département Génie mathématique et industriel |
| Projets | Équipe | Publications | Partenaires |

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

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 2017

Article dans des revues

Hassan Maatouk, Xavier Bay. Gaussian process Emulators for computer experiments with inequality constraints: Gaussian process emulators with inequality constraints. Mathematical Geosciences, Springer Verlag, 2017, <10.1007/s11004-017-9673-2>. <hal-01096751v3>
https://hal.archives-ouvertes.fr/hal-01096751/file/Maatouk_Kriging_Inequality_Constraints.pdf BibTex
Sergey Kovalev, Xavier Delorme, Alexandre Dolgui, Ammar Oulamara. Minimizing the number of stations and station activation costs for a production line. Computers & Operations Research, 2017, 79, pp.131 – 139. <10.1016/j.cor.2016.10.007>. <emse-01438176>
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Publications 2016

Article dans des revues

James Hensman, Nicolas Durrande, Arno Solin. Variational Fourier features for Gaussian processes. arXiv.org, e-Print Archive, Condensed Matter, 2016, 49p. <emse-01411206>
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Espéran Padonou, Olivier Roustant. Polar Gaussian Processes and Experimental Designs in Circular Domains. SIAM/ASA Journal on Uncertainty Quantification, 2016, 4 (1), pp.1014 – 1033. <10.1137/15M1032740>. <emse-01412189>
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Areski Cousin, Hassan Maatouk, Didier Rullière. Kriging of financial term-structures. European Journal of Operational Research, Elsevier, 2016, 255 (2), pp.18. <hal-01206388v2>
https://hal.archives-ouvertes.fr/hal-01206388/file/Kriging_of_Financial_Term_Structure_06_avril_2016.pdf BibTex
Muhammad Habibi, Olga Battaïa, Van-Dat Cung, Alexandre Dolgui. Collection–disassembly problem in reverse supply chain. International Journal of Production Economics, Elsevier, 2016, <10.1016/j.ijpe.2016.06.025>. <emse-01341735>
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Xavier Bay, Laurence Grammont, Hassan Maatouk. Generalization of the Kimeldorf-Wahba correspondence for constrained interpolation. Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2016. <hal-01270237>
https://hal.archives-ouvertes.fr/hal-01270237/file/corres-Hassan-janv5.pdf BibTex
Nicolas Durrande, James Hensman, Magnus Rattray, Neil D. Lawrence. Detecting periodicities with Gaussian processes. PeerJ Computer Science, 2016, 2, <10.7717/peerj-cs.50>. <emse-01351044>
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Nicolas Durrande, James Hensman, Magnus Rattray, Neil D. Lawrence. Gaussian process models for periodicity detection. PeerJ Computer Science, 2016. <hal-00805468v3>
https://hal.inria.fr/hal-00805468/file/GP_models_for_periodicity_detection_Durrande_et_al_2016.pdf BibTex
David Ginsbourger, Olivier Roustant, Nicolas Durrande. On degeneracy and invariances of random fields paths with applications in Gaussian process modelling. Journal of Statistical Planning and Inference, Elsevier, 2016, Volume 170, pp.Pages 117-128. <10.1016/j.jspi.2015.10.002>. <emse-01222506>
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Akram Chibani, Xavier Delorme, Alexandre Dolgui, Henri Pierreval. Approvisionnement d’une chaîne logistique agile: une approche d’optimisation dynamique. Journal Européen des Systèmes Automatisés (JESA), Lavoisier, 2016, 49 (6), pp.749-768. <hal-01313249>
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Aude Pascaud, Stéphane Sauvage, Christian Pagé, Olivier Roustant, Anne Probst, et al.. Composition chimique des dépôts atmosphériques à l’horizon 2020-2040. La Météorologie, Météo et Climat, 2016, pp.56-65. <10.4267/2042/58223>. <hal-01280712>
https://hal.archives-ouvertes.fr/hal-01280712/file/PASCAUD_15123.pdf BibTex
Nathaniel B. Price, Nam-Ho Kim, Raphael T. Haftka, Mathieu Balesdent, Sébastien Defoort, et al.. Deciding Degree of Conservativeness in Initial Design Considering Risk of Future Redesign. Journal of Mechanical Design, American Society of Mechanical Engineers, 2016, Special Issue on Simulation-based Design under Uncertainty, 138 (11), 13p. <10.1115/1.4034347>. <emse-01351036>
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Evgeny R. Gafarov, Alexandre Dolgui, Alexander A. Lazarev, Frank Werner. A New Effective Dynamic Program for an Investment Optimization Problem. Automation and Remote Control / Avtomatika i Telemekhanika, MAIK Nauka/Interperiodica, 2016, 77 (9), pp.1511-1527. <emse-01250994>
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Qasim Ali, Ibrahim Mustapha, Ali Elkamel, Eric Touboul, Frédéric Gruy. Mathematical modelling of T-cells activation dynamics for CD3 molecules recycling process. Canadian Journal of Chemical Engineering, Wiley, 2016, 94 (12), pp.2257-2267. <http://onlinelibrary.wiley.com/doi/10.1002/cjce.22607/full>. <10.1002/cjce.22607>. <hal-01375579>
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Guillaume Piton, Simon Carladous, Alain Recking, Frédéric Liébault, Jean-Marc Tacnet, et al.. Why do we build check dams in Alpine streams? An historical perspective from the French experience. Earth Surface Processes and Landforms, Wiley, 2016, In Press, Accepted Manuscript. <emse-01320533>
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Jean-Marc Tacnet, Simon Carladous, Corinne Curt, Yves Legat, Bénédicte Rulleau, et al.. Combiner les modèles d’aide à la décision pour la gestion patrimoniale des infrastructures. Sciences Eaux et Territoires, CEMAGREF, 2016, pp.90-97. <hal-01373157>
https://hal.archives-ouvertes.fr/hal-01373157/file/an2016-pub00050717.pdf BibTex
Dmitry Ivanov, Alexandre Dolgui, Boris Sokolov, Frank Werner, Ivanova Marina. A dynamic model and an algorithm for short-term supply chain scheduling in the smart factory industry 4.0. International Journal of Production Research, Taylor & Francis, 2016, 54 (2), pp.386-402. <10.1080/00207543.2014.999958>. <emse-01109312>
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Olabanji Olayinka, Mpofu Khumbulani, Olga Battaïa. Design, simulation and experimental investigation of a novel reconfigurable assembly fixture for press brakes. International Journal of Advanced Manufacturing Technology, Springer Verlag, 2016, 82 (1), pp 663-679. <http://link.springer.com/>. <10.1007/s00170-015-7341-6>. <emse-01167953>
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Daria Battini, Xavier Delorme, Alexandre Dolgui, Alessandro Persona, Fabio Sgarbossa. Ergonomics in assembly line balancing based on energy expenditure: a multi-objective model. International Journal of Production Research, Taylor & Francis, 2016, 54 (3), pp.824-845. <10.1080/00207543.2015.1074299>. <emse-01184889>
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Alexandre Dolgui, Genrikh Levin, Boris Rozin, Igor Kasabutski. Cost optimization for series–parallel execution of a collection of intersecting operation sets. Engineering Optimization, Taylor & Francis, 2016, 48 (5), pp.756-771. <10.1080/0305215X.2015.1056790>. <emse-01184874>
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Boris Sokolov, Dmitry Ivanov, Alexandre Dolgui, Alexander Pavlov. Structural quantification of the ripple effect in the supply chain. International Journal of Production Research, Taylor & Francis, 2016, 54 (1), pp.152-169. <10.1080/00207543.2015.1055347>. <emse-01184871>
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Fuguo Zhao, Desheng Wu, Liang Liang, Alexandre Dolgui. Lateral inventory transshipment problem in online-to-offline supply chain. International Journal of Production Research, Taylor & Francis, 2016, 54 (7), pp.1951-1963. <10.1080/00207543.2015.1070971>. <emse-01184880>
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Faicel Hnaien, Alexandre Dolgui, Desheng Dash Wu. Single-period inventory model for one-level assembly system with stochastic lead times and demand. International Journal of Production Research, Taylor & Francis, 2016, 54 (1), pp.186-203. <10.1080/00207543.2015.1066518>. <emse-01184876>
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Qasim Ali, Ali Elkamel, Frédéric Gruy, Claude Lambert, Eric Touboul. Population balances in case of crossing characteristic curves: Application to T-cells immune response. Canadian Journal of Chemical Engineering, Wiley, 2016, 94 (6), pp.1167-1176. <http://onlinelibrary.wiley.com/doi/10.1002/cjce.22497/full>. <10.1002/cjce.22497>. <hal-01311740>
https://hal.archives-ouvertes.fr/hal-01311740/file/FG-CJCE-94-6-Orig.pdf BibTex
Loïc Brevault, Mathieu Balesdent, Nicolas Bérend, Rodolphe Le Riche. Decoupled Multidisciplinary Design Optimization Formulation for Interdisciplinary Coupling Satisfaction Under Uncertainty. AIAA Journal, American Institute of Aeronautics and Astronautics, 2016, 54 (1), pp.186 – 205. <10.2514/1.J054121>. <emse-01399936>
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Areski Cousin, Hassan Maatouk, Didier Rullière. Kriging of financial term-structures. European Journal of Operational Research, Elsevier, 2016, 255 (2), pp.631 – 648. <10.1016/j.ejor.2016.05.057>. <emse-01438318>
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Radia Spiga, Mireille Batton-Hubert, Marianne Sarazin. Predicting Fluctuating Rates of Hospitalizations in Relation to Influenza Epidemics and Meteorological Factors. PLoS ONE, Public Library of Science, 2016, 11 (6), pp.e0157492. <10.1371/journal.pone.0157492>. <hal-01335772>
http://hal.upmc.fr/hal-01335772/file/journal.pone.0157492-1.pdf BibTex
Kahkashan Afrin, Ashif Sikandar Iquebal, Sri Krishna Kumar, M.K. Tiwari, Lyes Benyoucef, et al.. Towards green automated production line with rotary transfer and turrets: a multi-objective approach using a binary scatter tabu search procedure. International Journal of Computer Integrated Manufacturing, Taylor & Francis, 2016, 29 (7), pp.768-785. <10.1080/0951192X.2015.1109143>. <emse-01241217>
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Pezhman Ghadimi, Amir Hossein Azadnia, Cathal Heavey, Alexandre Dolgui, Birkan Can. A review on the buyer–supplier dyad relationships in sustainable procurement context: past, present and future. International Journal of Production Research, Taylor & Francis, 2016, 54 (5), pp.1443-1462. <http://www.tandfonline.com/>. <10.1080/00207543.2015.1079341>. <emse-01192587>
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Communication dans un congrès

Félix Philippe, Simon Carladous, Jean-Marc Tacnet, Philippe Bouvet. Taking into account protective works in land-use planning for mountain torrential floods: state of the art of French practices. 3 rd European Conference on Flood Risk Management Innovation Implementation Integration, Oct 2016, Lyon, France. 2016, <10.1051/e3sconf/20160712003>. <emse-01317396>
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Simon Carladous, Guillaume Piton, Alain Recking, Frédéric Liébault, Didier Richard, et al.. Towards a better understanding of the today French torrents management policy through a historical perspective. 3 rd European Conference on Flood Risk Management Innovation Implementation Integration, Oct 2016, Lyon, France. 12p., 2016, <10.1051/e3sconf/20160712011>. <emse-01320514>
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Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul. An analysis of covariance parameters in Gaussian Process-based optimization. 16th International Conference on Operational Research, KOI 2016, Sep 2016, Osijek, Croatia. Book of Abstracts 16th International Conference on Operational Research KOI 2016. <emse-01412156>
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Jean Dezert, Deqiang Han, Jean-Marc Tacnet, Simon Carladous. Decision-Making with Belief Interval Distance. BELIEF 2016 The 4th International Conference on Belief Functions, Sep 2016, Prague, Czech Republic. 9861 pp 66-74, 2016, Belief Functions: Theory and Applications, Lecture Notes in Computer Science <10.1007/978-3-319-45559-4_7>. <emse-01311611>
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Simon Carladous, Jean-Marc Tacnet, Jean Dezert, Deqiang Han, Mireille Batton-Hubert. Applying ER-MCDA and BF-TOPSIS to Decide on Effectiveness of Torrent Protection. Jiřina Vejnarová, Václav Kratochvíl. 4th International Conference, BELIEF 2016, Sep 2016, Prague, Czech Republic. Springer International Publishing, Belief Functions: Theory and Applications, Volume 9861, pp 56-65, 2016, Lecture Notes in Computer Science. <10.1007/978-3-319-45559-4_6>. <emse-01364864>
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Simon Carladous, Jean-Marc Tacnet, Jean Dezert, Guillaume Dupouy, Mireille Batton-Hubert. A New ER-MCDA Mapping for Decision-Making Based on Imperfect Information. Jiřina Vejnarová, Václav Kratochvíl. 4th International Conference, BELIEF 2016, Sep 2016, Prague, Czech Republic. Springer International Publishing, Belief Functions: Theory and Applications, Volume 9861, pp 46-55, 2016, Lecture Notes in Computer Science. <10.1007/978-3-319-45559-4_5>. <emse-01364869>
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Jean Dezert, Deqiang Han, Jean-Marc Tacnet, Simon Carladous, Yin Hanlin. The BF-TOPSIS Approach for Solving Non-classical MCDM Problems. Jiřina Vejnarová, Václav Kratochvíl. 4th International Conference, BELIEF 2016, Sep 2016, Prague, Czech Republic. Springer International Publishing, Belief Functions: Theory and Applications, Volume 9861, pp 75-83, 2016, Lecture Notes in Computer Science. <10.1007/978-3-319-45559-4_8>. <emse-01364911>
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Simon Carladous, Jean-Marc Tacnet, Jean Dezert, Deqiang Han, Mireille Batton-Hubert. Evaluation of Efficiency of Torrential Protective Structures With New BF-TOPSIS Methods. 19th International Conference on Information Fusion (FUSION 2016), Jul 2016, Heidelberg, Germany. IEEE, 2016 19th International Conference on Information Fusion (FUSION) pp.2267-2274 <http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7528164&refinements%3D4221244076%26filter%3DAND%28p_IS_Number%3A7527857%29>. <emse-01353475>
https://hal-emse.ccsd.cnrs.fr/emse-01353475/file/Fusion2016-AppliMCDM-FinalVersion.pdf BibTex
Paolo Gianessi, Diego Cattaruzza. A Branch&Cut algorithm for the Multi-Trip Vehicle Routing Problem with Time Windows. 28th European Conference on Operational Research (EURO 2016), Jul 2016, Poznan, Poland. <emse-01411473>
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Mikhail Y. Kovalyov, Xavier Delorme, Alexandre Dolgui. Workforce planning for cyclic production of multiple parts. IWDSP, Jun 2016, Poznan, Poland. pp.45-48, The First International Workshop on Dynamic Scheduling Problems. <hal-01435918>
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Christian Serrano, Javier Moral, Xavier Delorme, Alexandre Dolgui. Cross-docking Operation Scheduling: Truck Arrivals, Shop-Floor Activities and Truck Departures. 8th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2016, Jun 2016, Troyes, France. Elsevier, IFAC-PapersOnLine, 49 (12), pp.1353 – 1358, 2016, <10.1016/j.ifacol.2016.07.751>. <emse-01437601>
https://hal-emse.ccsd.cnrs.fr/emse-01437601/file/MIM16_0558_MS_corrected%20AD.pdf BibTex
Xavier Delorme, Sergey Malyutin, Alexandre Dolgui. A multi-objective approach for design of recongurable transfer lines. 8th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2016, Jun 2016, Troyes, France. Elsevier, IFAC-PapersOnLine, 49 (12), pp.509-514. <hal-01435907>
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Olivier Roustant, Espéran Padonou. Kriging and Design of Experiments on Circular Domains. The Fourth International Conference on the Interface between Statistics and Engineering 2016 (ICISE2016), Jun 2016, Palerme, Italy. 2016, <http://www.cityu.edu.hk/seem/icise2016/index.htm>. <hal-01350664>
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Diego Cattaruzza, Paolo Gianessi. A Branch&Cut algorithm for the Multi-Trip Vehicle Routing Problem with Time Windows. VeRoLog 2016: annual workshop of the EURO working group on Vehicle Routing and Logistics optimization (VeRoLog), Jun 2016, Nantes France. <emse-01411517>
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Paolo Gianessi, Alberto Ceselli, Lucas Létocart, Roberto Wolfler Calvo. A Branch&Price&Cut algorithm for the Vehicle Routing Problem with Intermediate Replenishment Facilities. 14th Cologne-Twente Workshop on Graphs and Combinatorial Optimization (CTW16), Jun 2016, Gargnano, Italy. 55, pp.93 – 96, <10.1016/j.endm.2016.10.024>. <emse-01411429>
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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, Jun 2016, Hersonissos, France. Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering, the ECCOMAS Congress 2016. <emse-01411135>
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Lucas Létocart, Paolo Gianessi, Alberto Ceselli, Roberto Wolfler Calvo. A Branch&Price&Cut approach for the Vehicle Routing Problem with Intermediate Replenishment Facilities. 8th Internation Workshop on Vehicle Routing, Intermodal Transportation and Related Areas (ROUTE 2016), Jun 2016, Rambouillet, France. <emse-01411437>
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Simon Carladous. Protection works against natural hazards: from failure analysis to effectiveness assessment. 13e congrès INTERPRAEVENT : Vivre avec les risques naturels, May 2016, Lucerne, Switzerland. 2016. <emse-01311722>
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Simon Carladous, Guillaume Piton, Jean-Marc Tacnet, Yann Quefféléan, Olivier Marco. Protection against natural hazards in French mountains: historical analysis of actions and decision contexts in public forests. 3 rd European Conference on Flood Risk Management Innovation Implementation Integration, May 2016, Lucerne, Switzerland. 6p., 2016. <emse-01320527>
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Simon Carladous. Les ouvrages de protection contre les risques naturels : de l’analyse des défaillances à l’évaluation de l’efficacité . 13th Congress INTERPRAEVENT 2016, May 2016, Lucerne, Suisse. 2016. <emse-01320521>
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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, May 2016, Saint Etienne, France. <emse-01412161>
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Simon Carladous, Jean-Marc Tacnet, Jean Dezert, Corinne Curt, Mireille Batton-Hubert. Méthode d’aide à la décision basée sur un raisonnement évidentiel pour évaluer l’efficacité d’un ouvrage torrentiel de stabilisation. 9e Journées Nationales Fiabilité des Matériaux et des Structures, Mar 2016, Nancy, France. 7p., 2016. <emse-01311696>
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Simon Carladous, Jean-Marc Tacnet, Geoffray Di Ciocco, Corinne Curt, Mireille Batton-Hubert. Approche quantitative pour élaborer une échelle d’évaluation floue d’un indicateur de stabilité structurale. 9e Journées Nationales Fiabilité des Matériaux et des Structures, Mar 2016, Nancy, France. 7p., 2016. <emse-01311705>
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Olivier Roustant, Franck Barthe. Excursion in one-dimensional Poincaré inequalities for global sensitivity analysis. mascot2016 : MASCOT-NUM 2016 meeting, Mar 2016, Toulouse, France. 2016, <http://mascot2016.sciencesconf.org/>. <emse-01310415>
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Christian Serrano, Xavier Delorme, Alexandre Dolgui. Scheduling of inbound truck arrivals and shop-floor operation in a cross-dock platform, based on outbound trucks loading plan. R.W. Grubbström; H.H. Hinterhuber. Nineteenth International Working Seminar on Production Economics, Feb 2016, Innsbruck, Austria. pp 323-332, 2016, Nineteenth International Working Seminar on Production Economics PRE-PRINTS VOLUME 3. <http://www.medifas.net/IGLS/igls_intro2016.htm>. <emse-01444385>
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Nathaniel B. Price, Mathieu Balesdent, Sébastien Defoort, Rodolphe Le Riche, Nam H. Kim, et al.. Simulating Future Test and Redesign Considering Epistemic Model Uncertainty. 18th AIAA Non-Deterministic Approaches Conference (AIAA SCITECH 2016), Jan 2016, SAN DIEGO, United States. 2016, <10.2514/6.2016-0950>. <hal-01386664>
https://hal.archives-ouvertes.fr/hal-01386664/file/DCPS16032.1474891410-1.pdf BibTex

Chapitre d’ouvrage

Oussama Ben Ammar, Faicel Hnaien, Hélène Marian, Alexandre Dolgui. Optimization Approaches for Multi-level Assembly Systems Under Stochastic Lead Times. El-Ghazali Talbi, Lionel Amodeo, Farouk Yalaoui Metaheuristics for Production Systems, 60, Springer, pp.93-107, 2016, Operations Research/Computer Science Interfaces Series, ISBN 978-3-319-23349-9. <10.1007/978-3-319-23350-5>. <hal-01313290>
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Hassan Maatouk, Xavier Bay. A New Rejection Sampling Method for Truncated Multivariate Gaussian Random Variables Restricted to Convex Sets. Ronald Cools and Dirk Nuyens. Monte Carlo and Quasi-Monte Carlo Methods , 163, 2016. <hal-01063978>
https://hal.archives-ouvertes.fr/hal-01063978/file/HassanMaatouk.pdf BibTex
Mathieu Balesdent, Loïc Brevault, Nathaniel B. Price, Nicolas Bérend, Sébastien Defoort, et al.. Advanced space vehicle design taking into account multidisciplinary couplings and mixed epistemic/aleatory uncertainties. Space Engineering, 114 pp 1-48, 2016, Modeling and Optimization with Case Studies, Springer Optimization and Its Applications, 978-3-319-41506-2. <10.1007/978-3-319-41508-6_1>. <emse-01438221>
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Hassan Maatouk, Xavier Bay. A New Rejection Sampling Method for Truncated Multivariate Gaussian Random Variables Restricted to Convex Sets. Ronald Cools, Dirk Nuyens. Monte Carlo and Quasi-Monte Carlo Methods, 163, Springer International Publishing, pp 521-530, 2016, Springer Proceedings in Mathematics & Statistics, <10.1007/978-3-319-33507-0_27>. <emse-01339361>
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David Ginsbourger, Olivier Roustant, Dominic Schuhmacher, Nicolas Durrande, Nicolas Lenz. On ANOVA Decompositions of Kernels and Gaussian Random Field Paths. Ronald Cools, Dirk Nuyens. Monte Carlo and Quasi-Monte Carlo Methods, 163, Springer International Publishing, pp 315-330, 2016, Springer Proceedings in Mathematics & Statistics, <10.1007/978-3-319-33507-0_27>. <emse-01339368>
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Cours

Rodolphe Le Riche. Surrogates and (mono-objective) optimization: a long-term relationship. École thématique. France. 2016. <cel-01281650>
https://hal.archives-ouvertes.fr/cel-01281650/file/surrogates_optim_leiden_r_le_riche.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. 2016. <hal-01264192v3>
https://hal.archives-ouvertes.fr/hal-01264192/file/regularization_kriging_2.pdf BibTex
Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul. Small ensembles of kriging models for optimization. [Research Report] LIMOS; Ecole National Supérieure des Mines de Saint-Etienne. 2016. <hal-01285225>
https://hal.archives-ouvertes.fr/hal-01285225/file/small_ensemble_EGO.pdf BibTex

Pré-publication, Document de travail

Areski Cousin, Hassan Maatouk, Didier Rullière. Estimation de la courbe d’actualisation par krigeage sous contraintes. 2016. <hal-01422365>
https://hal.archives-ouvertes.fr/hal-01422365/file/jeunesmaths2015_Maatouk.pdf BibTex
Didier Rullière, Nicolas Durrande, François Bachoc, Clément Chevalier. Nested Kriging estimations for datasets with large number of observations. 2016. <hal-01345959v2>
https://hal.archives-ouvertes.fr/hal-01345959/file/article.pdf BibTex
Espéran Padonou, O Roustant. Polar Gaussian Processes and Experimental Designs in Circular Domains. 2016. <hal-01119942v4>
https://hal.archives-ouvertes.fr/hal-01119942/file/polarGP_HAL.pdf BibTex

Publications antérieures à 2016

| Département Génie mathématique et industriel |
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