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. 19th 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. 30th 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. 30th 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. 13th 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. 13th 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. 9th 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. 20ème 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. 20ème 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. 9th 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. 20ème 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. 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⟩

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, 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⟩

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⟩

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. 13ème 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. 29th 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 – 23rd International Symposium on Mathematical Programming, Jul 2018, Bordeaux, France. ⟨hal-01957395⟩

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⟩

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⟩

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⟩

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 – 19ème 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. 19e 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. 20th 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