Publications

| Thèses | Publications 2019Publications 2018 |

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

Andrés‐​Felipe Lopez‐​Lopera. Modélisation par pro­ces­sus gaus­siens sous contraintes d’inégalité, 2019

David Gaudrie. Optimisation bayé­sienne multi‐​objectif en haute dimen­sion, 2019

Mohammed‐​Amine Abdous. Conception opti­male des sys­tèmes de pro­duc­tion avec ergo­no­mie : appli­ca­tion aux lignes d’assemblage, 2019

Malek Ben Salem. Sélection de modèle et échan­tillon­nage séquen­tiel en méta­mo­dé­li­sa­tion : Krigeage et au‐​delà, 2018

Jean‐​Charles Croix.  Une nou­velle décom­po­si­tion des élé­ments aléa­toires gaus­siens dans les espaces de Banach et appli­ca­tion à l’inversion Bayésienne, 2018

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⟩
BibTex
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⟩
BibTex
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⟩
BibTex
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⟩
BibTex
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⟩
BibTex
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⟩
BibTex
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⟩
BibTex
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⟩
BibTex
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⟩
BibTex
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⟩
BibTex
Olivier Roustant, Rodolphe Le Riche. The OQUAIDO research chair in a nut­shell. MASCOT‐​NUM GDR mee­ting, Mar 2018, Nantes, France. ⟨emse‐​01957527⟩
BibTex
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⟩
BibTex
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⟩
BibTex
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⟩
BibTex

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〉
BibTex
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〉
BibTex
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〉
BibTex
Audrey Cerqueus, Xavier Gandibleux, Anthony Przybylski, Frédéric Saubion. On bran­ching heu­ris­tics for the bi‐​objective 01 uni­di­men­sio­nal knap­sack pro­blem. Journal of Heuristics, Springer Verlag, 2017, 〈10.1007/s10732-017‑9346‑9〉. 〈hal‐​01564982〉
BibTex
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〉
BibTex
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〉
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, 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〉
BibTex

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〉
BibTex
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〉
BibTex
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