Publications

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〉

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〉

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〉

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〉

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〉

Audrey Cerqueus, Xavier Gandibleux, Anthony Przybylski, Frédéric Saubion. On branching heuristics for the bi-objective 0/1 unidimensional knapsack problem. Journal of Heuristics, Springer Verlag, 2017, 〈10.1007/s10732-017-9346-9〉. 〈hal-01564982〉

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〉

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〉

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〉

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〉

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〉

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〉

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〉

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〉

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〉

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〉

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〉

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〉

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〉

Espéran Padonou, Olivier Roustant. Analyse de sensibilité en domaine circulaire. SFdS 49èmes Journées de Statistique , May 2017, Avignon, France. 2017. 〈emse-01540219〉

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〉

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〉

Cours

Nicolas Durrande, Rodolphe Le Riche. Introduction to Gaussian Process Surrogate Models. École thématique. France. 2017. 〈cel-01618068〉

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〉

Pré-publication, Document de travail

François Bachoc, Nicolas Durrande, Didier Rullière, Clément Chevalier. Some properties of nested Kriging predictors. 2017. 〈hal-01561747〉

Mickaël Binois, David Ginsbourger, Olivier Roustant. On the choice of the low-dimensional domain for global optimization via random embeddings. 2017. 〈hal-01508196〉

Xavier Bay, Jean-Charles Croix. Karhunen-Loève decomposition of Gaussian measures on Banach spaces. 2017. 〈emse-01501998v4〉