Publications

| Thèses | Publications 2019| Publications 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

Simon Carladous. Approche inté­grée d’aide à la déci­sion basée sur la pro­pa­ga­tion de l’imperfection de l’information – appli­ca­tion à l’efficacité des mesures de pro­tec­tion tor­ren­tielle. Université de Lyon, 2017. Français. 〈NNT : 2017LYSEM008〉. 〈tel‐​01665142〉

Sergey Malyutin. Algorithms and Software for Decision Support in Design of Assembly and Transfer Lines.  Université de Lyon, 2016. English. 〈NNT : 2016LYSEM020〉. 〈tel‐​01665129〉

Esperan Padonou. Statistical Learning on Circular Domains For Advanced Process Control in Microelectronics.  Université de Lyon, 2016. English. 〈NNT : 2016LYSEM009〉. 〈tel‐​01438684v2〉

Fatme Makssoud. Apport de l’op­ti­mi­sa­tion com­bi­na­toire pour la recon­fi­gu­ra­tion des lignes de pro­duc­tion
Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2014. Français. <NNT : 2014EMSE0742>

Hassan Maatouk. Correspondance entre régres­sion par pro­ces­sus Gaussien et splines d’in­ter­po­la­tion sous contraintes linéaires de type inéga­li­té. Théorie et appli­ca­tions.
Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2015. Français. <NNT : 2015EMSE0791>

Jana Fruth. Sensitivy ana­ly­sis and graph‐​based methods for black‐​box func­tions with on appli­ca­tion to sheet metal for­ming.
General Mathematics [math.GM]. Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2015. English. <NNT : 2015EMSE0779>

Nicolas Durrande. Étude de classes de noyaux adap­tées à la sim­pli­fi­ca­tion et à l’in­ter­pré­ta­tion des modèles d’ap­proxi­ma­tion. Une approche fonc­tion­nelle et pro­ba­bi­liste.
Mathématiques géné­rales [math.GM]. Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2011. Français

Mohand Lounes Bentaha. Conception com­bi­na­toire des lignes de désas­sem­blage sous incer­ti­tudes
Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2014. Français. <NNT : 2014EMSE0758>

Eric Lalot. Analyse des signaux pie­zo­mé­triques et modé­li­sa­tion pour l’é­va­lua­tion quan­ti­ta­tive et la carac­té­ri­sa­tion des échanges hydrau­liques entre aqui­fères allu­viaux et rivières – Application au Rhône.
Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2014. Français. <NNT : 2014EMSE0734>

Sergey Kovalev. PROBLÈMES COMBINATOIRES EN CONFIGURATION DES LIGNES DE FABRICATION : ANALYSE DE COMPLEXITÉ ET OPTIMISATION
Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2012. Français. <NNT : 2012EMSE0672>

Jordan Re‐​Bahuaud. Apports d’une approche cou­plée phy­sique et géo­chi­mie des eaux sou­ter­raines pour carac­té­ri­ser les fonc­tion­ne­ments hydro­dy­na­miques tran­si­toires. Cas de la plaine allu­viale du Forez.
Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2012. Français. <NNT : 2012EMSE0666>

Matthieu Canaud. Estimation de para­mètres et pla­ni­fi­ca­tion d’ex­pé­riences adap­tée aux pro­blèmes de ciné­tique – Application à la dépol­lu­tion des fumées en sor­tie des moteurs
Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2011. Français. <NNT : 2011 EMSE 0619>

Bertrand Gauthier. Approche spec­trale pour l’in­ter­po­la­tion à noyaux et posi­ti­vi­té condi­tion­nelle
École Nationale Supérieure des Mines de Saint‐​Étienne, 2011. Français. <NNT : 2011 EMSE 0615>

Mamy Anjara Herisolo Tombozafy. Méthodologie d’a­na­lyse de l’en­fon­ce­ment du lit mineur d’un fleuve : approche com­bi­née modé­li­sa­tion hydraulique‐​géochimie. Application à la Loire Forézienne (France)
Ecole Nationale Supérieure des Mines de Saint‐​Etienne, 2011. Français. <NNT : 2010EMSE0596>

Publications 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⟩

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⟩

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⟩

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⟩

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⟩

Cécile Mercadier, Olivier Roustant. The tail depen­do­graph. Extremes, Springer Verlag (Germany), 2019, ⟨10.1007/s10687-019–00345‑3⟩. ⟨hal‐​01649596v3⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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⟩

David Gaudrie, Rodolphe Le Riche, Victor Picheny. Bayesian Optimization in Reduced Eigenbases. PGMO Days 2019, Dec 2019, Palaiseau, France. ⟨emse‐​02351036⟩

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⟩

David Gaudrie, Rodolphe Le Riche, Victor Picheny. Faster Multi‐​Objective Optimization : Cumulating Gaussian Processes, Preference Point and Parallelism. 19^th French‐​German‐​Swiss confe­rence on opti­mi­za­tion, Sep 2019, Nice, France. ⟨hal‐​02292889⟩

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⟩

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⟩

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⟩

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⟩

Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga. Bayesian opti­mi­za­tion in effec­tive dimen­sions via kernel‐​based sen­si­ti­vi­ty indices. 30^th European confe­rence on ope­ra­tio­nal research, EURO2019, Jun 2019, Dublin, Ireland. ⟨emse‐​02295164⟩

Marie‐​Liesse Cauwet, Rodolphe Le Riche, Olivier Roustant. Mixed glo­bal opti­mi­za­tion by algo­rithms com­po­si­tion : an empi­ri­cal stu­dy with a focus on Bayesian approaches. 30^th European confe­rence on ope­ra­tio­nal research, EURO2019, Jun 2019, Dublin, Ireland. ⟨hal‐​02170283⟩

Adrien Spagnol, Rodolphe Le Riche, Sébastien da Veiga. Bayesian opti­mi­za­tion in effec­tive dimen­sions via kernel‐​based sen­si­ti­vi­ty indices. 13^th International Conference on Applications of Statistics and Probability in Civil Engineering(ICASP13), May 2019, Séoul, South Korea. ⟨10.22725/ICASP13.093⟩. ⟨emse‐​02133923⟩

David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoit Enaux, Vincent Herbert. From CAD to Eigenshapes for Surrogate‐​based Optimization. 13^th World Congress of Structural and Multidisciplinary Optimization, May 2019, Beijing, China. ⟨hal‐​02142492⟩

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⟩

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⟩

Serena Finco, Mohammed‐​Amine Abdous, Daria Battini, Martina Calzavara, Xavier Delorme. Assembly Line Design with Tools Vibration. 9^th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2019, Aug 2019, Berlin, Germany. ⟨emse‐​02283024⟩

Damien Lamy, Audrey Cerqueus, Serena Finco, Paolo Gianessi. Intégration du Rest Allowance dans l’ordonnancement d’ateliers de types Job‐​shop. 20^ème Congrès annuel de la socié­té fran­çaise de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Feb 2019, Le Havre, France. ⟨emse‐​02050644⟩

Audrey Cerqueus, Xavier Delorme, Mohammed‐​Amine Abdous. Branch‐​and‐​bound bi‐​objectif pour l’équilibrage de ligne d’assemblage inté­grant la fatigue des opé­ra­teurs. 20^ème Congrès annuel de la socié­té fran­çaise de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Feb 2019, Le Havre, France. ⟨emse‐​02050885⟩

Stéphanie Bayard, Frédéric Grimaud, Xavier Delorme. Présentation ESCAPADD. Forum SPACE, Dec 2019, Toulouse, France. ⟨emse‐​02402632⟩

Mahdi El Alaoui El Abdellaoui, Frédéric Grimaud, Paolo Gianessi, Xavier Delorme. Integrated Decision Process to Design Manufacturing Systems towards Industry 4.0. 9^th IFAC Conference on Manufacturing Modelling, Management and Control, MIM 2019, Aug 2019, Berlin, Germany. ⟨emse‐​02388610⟩

Mohammed‐​Amine Abdous, Xavier Delorme, Daria Battini, Sandrine Berger‐​Douce. Ergonomics in the assem­bly line desi­gn pro­blem. 20^ème Congrès annuel de la socié­té fran­çaise de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Feb 2019, Le Havre, France. ⟨emse‐​02049529⟩

David Gaudrie, Rodolphe Le Riche, Victor Picheny, Benoît Enaux, Vincent Herbert. Targeting Well‐​Balanced Solutions in Multi‐​Objective Bayesian Optimization under a Restricted Budget. 12^th International Conference on Learning and Intelligent Optimization, Jun 2018, Kalamata, Greece. pp 175–179, ⟨10.1007/978–3‑030–05348-2_15⟩. ⟨hal‐​01883336⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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⟩

Cours

Rodolphe Le Riche. Optimization under uncer­tain­ties : an over­view with a focus on Gaussian pro­cesses. Doctoral. Porquerolles, France. 2019. ⟨cel‐​02285533⟩

Rodolphe Le Riche, Nicolas Durrande. An over­view of kri­ging for resear­chers. Doctoral. Porquerolles, France. 2019. ⟨cel‐​02285439v2⟩

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⟩

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⟩

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⟩

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⟩

Andrés F. López‐​Lopera, St John, Nicolas Durrande. Gaussian Process Modulated Cox Processes under Linear Inequality Constraints. 2019. ⟨hal‐​02121220⟩

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⟩

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⟩

Andrés F. López‐​Lopera, Nicolas Durrande, Mauricio A. Álvarez. Physically‐​Inspired Gaussian Process Models for Post‐​Transcriptional Regulation in Drosophila. 2019. ⟨hal‐​02104852⟩

Olivier Roustant, Esperan Padonou, Yves Deville, Aloïs Clément, Guillaume Perrin, et al.. Group ker­nels for Gaussian pro­cess meta­mo­dels with cate­go­ri­cal inputs. 2019. ⟨hal‐​01702607v3⟩

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⟩

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⟩

Andrés F. López‐​Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant. Finite‐​dimensional Gaussian approxi­ma­tion with linear inequa­li­ty constraints. SIAM/​ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2018, 6 (3), pp.1224–1255. ⟨10.1137/17M1153157⟩. ⟨hal‐​01864332⟩

Akram Chibani, Xavier Delorme, Alexandre Dolgui, Henri Pierreval. Dynamic opti­mi­sa­tion for high­ly agile sup­ply chains in e‑procurement context. International Journal of Production Research, Taylor & Francis, 2018, 56 (17), pp.5904–5929. ⟨hal‐​01961199⟩

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⟩

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⟩

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⟩

Malek Ben Salem, Lionel Tomaso. Automatic selec­tion for gene­ral sur­ro­gate models. Structural and Multidisciplinary Optimization, Springer Verlag (Germany), 2018. ⟨hal‐​01685848⟩

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, 16^th 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⟩

Serena Finco, Daria Battini, Xavier Delorme, Alessandro Persona, Fabio Sgarbossa. Heuristic methods to consi­der rest allo­wance into assem­bly balan­cing pro­blem. IFAC‐​PapersOnLine, Elsevier, 2018, 16^th 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⟩

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⟩

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⟩

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⟩

David Gaudrie, Rodolphe Le Riche, Victor Picheny. Achievable Goals in Bayesian Multi‐​Objective Optimization. Journées du GdR MOA, Oct 2018, Pau, France. ⟨hal‐​01913223⟩

Mohammed‐​Amine Abdous, Sandrine Berger‐​Douce, Xavier Delorme. Intégrer l’er­go­no­mie dans la concep­tion des sys­tèmes de pro­duc­tion : outil d’aide à la déci­sion. 13^ème Congrès du RIODD, Oct 2018, Grenoble, France. ⟨emse‐​01893206⟩

Xavier Delorme, Alexandre Dolgui. Conception de sys­tèmes de pro­duc­tion reconfigurables/​flexibles. Colloque sys­tèmes de pro­duc­tion du futur, Oct 2018, Paris, France. ⟨hal‐​01979455⟩

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⟩

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⟩

Sergey Kovalev, Xavier Delorme, Alexandre Dolgui, Mikhail Y. Kovalyov. An opti­mal work­force assi­gn­ment pro­blem for a paced assem­bly line at the line desi­gn stage. 29^th European Conference on Operational Research (EURO‐​2018), Jul 2018, Valencia, Spain. ⟨hal‐​01979441⟩

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⟩

Paolo Gianessi, Oussama Masmoudi, Xavier Delorme. LP models for the job‐​shop sche­du­ling pro­blem with ener­gy consi­de­ra­tion. ISMP 2018 – 23^rd International Symposium on Mathematical Programming, Jul 2018, Bordeaux, France. ⟨hal‐​01957395⟩

Stéphanie Bayard, Frédéric Grimaud. ENJEUX FINANCIERS DE DDMRP : UNE APPROCHE SIMULATOIRE. 12^e Conférence Internationale de Modélisation, Optimisation et SIMulation‐ MOSIM’18, Jun 2018, TOULOUSE, France. ⟨emse‐​02060613⟩

Adrien Spagnol, Rodolphe Le Riche, Sébastien Da Veiga. Global sen­si­ti­vi­ty ana­ly­sis for opti­mi­za­tion with variable selec­tion. 12^th International Conference on Learning and Intelligent Optimization, Jun 2018, Kalamata, Greece. ⟨emse‐​01957502⟩

Xavier Delorme, Alexandre Dolgui, Sergey Kovalev, Mikhail Y. Kovalyov. Workforce plan­ning for cyclic pro­duc­tion of mul­tiple parts on a paced line. Proceedings of the 8^th International confe­rence “Tanaev’s Readings 2018”, Mar 2018, Minsk, Belarus. pp.197–199. ⟨hal‐​01979435⟩

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

Oussama Masmoudi, Xavier Delorme, Paolo Gianessi. Ordonnancement d’un ate­lier de type job‐​shop avec consi­dé­ra­tion éner­gé­tique. ROADEF2018 – 19^ème Conférence de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2018, Lorient, France. ⟨hal‐​01957382⟩

Audrey Cerqueus, Xavier Delorme. Ensembles bor­nants pour un pro­blème d’équilibrage de ligne d’assemblage bi‐​objectif. 19^e Conférence ROADEF de la socié­té Française de Recherche Opérationnelle et Aide à la Décision, Feb 2018, Lorient, France. ⟨emse‐​01961699⟩

Amine Abdous, Xavier Delorme, Daria Battini, Fabio Sgarbossa, Sandrine Berger‐​Douce. Assembly line balan­cing pro­blem with consi­de­ra­tion of wor­kers fatigue and reco­ve­ry. 20^th International Working Seminar on Production Economics, Feb 2018, Innsbrück, Austria. ⟨emse‐​01711979⟩

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⟩

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⟩

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⟩

Olivier Roustant. Sobol‐​Hoeffding decom­po­si­tion : bounds and extremes. 2018. ⟨hal‐​01953080⟩

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⟩

François Bachoc, Agnes Lagnoux, Andrés F. López‐​Lopera. Maximum like­li­hood esti­ma­tion for Gaussian pro­cesses under inequa­li­ty constraints. 2018. ⟨hal‐​01864340⟩

Jean‐​Charles Croix, Nicolas Durrande, Mauricio Alvarez. Bayesian inver­sion of a diffu­sion evo­lu­tion equa­tion with appli­ca­tion to Biology. 2018. ⟨emse‐​01814856⟩

Publications 2017

Publications antérieures à 2017

• Département Génie mathé­ma­tique et indus­triel