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Sourour Elloumi
Professor
Office: 31.1.87
2025 Journal Articles Elloumi, S.; Lambert, A.; Neveu, B. and Trombettoni, G. Global solution of Quadratic Problems by Interval Methods and Convex Relaxations . In Journal of Global Optimization , 91 (2): 331-353, 2025. doi www Crama, Y.; Elloumi, S.; Lambert, A. and Rodr'iguez-Heck, E. Quadratization and convexification in polynomial binary optimization . In Journal of Combinatorial Optimization , 50 (3): 28, 2025. doi www Unpublished 2024 Journal Articles Unpublished 2023 Journal Articles Conference Articles Mencarelli, L. and Elloumi, S. Polynomial Approximation for Binary Nonlinear Programming . In 19th Cologne-Twente Workshop on Graphs and Combinatorial Optimization , Garmisch-Partenkirchen, Germany, 2023. www Verchère, Z.; Elloumi, S. and Simonetto, A. Optimizing Variational Circuits for Higher-Order Binary Optimization . In IEEE International Conference on Quantum Computing and Engineering (QCE) , Seattle (WA), United States, 2023. www 2022 Journal Articles Conference Articles Crama, Y.; Elloumi, S.; Lambert, A. and Rodriguez-Heck, E. Quadratic reformulations for the optimization of pseudo-boolean functions . In International Symposium on Artificial Intelligence and Mathematics ISAIM 2022 , Fort Lauderdale, United States, 2022. www Dur'an Mateluna, C.; Jorquera-Bravo, N.; Alès, Z. and Elloumi, S. Robust MILP formulations for the two-stage p-Center Problem . In PGMO Days 2022 , Palaiseau, France, 2022. www Alès, Z.; Elloumi, S.; Naghmouchi, M. Y.; Pass-Lanneau, A. and Thuillier, O. Planification optimisée du déploiement d'un réseau de télécommunication multitechnologie par dispositifs aéroportés sur un théâtre d'opérations extérieures . In 23ème congrès annuel de la Société Franc caise de Recherche Opérationnelle et d'Aide `a la Décision , Villeurbanne - Lyon, France, 2022. www Alès, Z.; Elloumi, S. and Pass-Lanneau, A. Algorithmes de placement optimisé de drones pour la conception de réseaux de communication . In Conference on Artificial Intelligence for Defense (CAID) 2022 , Rennes, France, Actes de la 4ème Conference on Artificial Intelligence for Defense (CAID 2022) , 2022. www Dur'an Mateluna, C.; Alès, Z. and Elloumi, S. An efficient Benders decomposition for the p-median problem . In 23ème congrès annuel de la Société Franc caise de Recherche Opérationnelle et d'Aide `a la Décision , Villeurbanne - Lyon, France, 2022. www Elloumi, S.; Lambert, A.; Neveu, B. and Trombettoni, G. Global Solution of Quadratic Problems by Interval Methods and Convex Reformulation . In HUGO 2022 - 15th Workshop on Global Optimization , Szeged, Hungary, 2022. www Unpublished 2021 Journal Articles Elloumi, S.; Hudry, O.; Marie, E.; Martin, A.; Plateau, A. and Rovedakis, S. Optimization of wireless sensor networks deployment with coverage and connectivity constraints . In Annals of Operations Research , 298 (1-2): 183-206, 2021. doi www Elloumi, S.; Lambert, A. and Lazare, A. Solving unconstrained 0-1 polynomial programs through quadratic convex reformulation . In Journal of Global Optimization , 80 (2): 231-248, 2021. doi www 2020 2019 Journal Articles Conference Articles Elloumi, S.; Lambert, A. and Lazare, A. Semidefinite programming relaxations through quadratic reformulation for box-constrained polynomial optimization problems . In 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) , pages 1498-1503, IEEE , Paris, France, 2019. doi www Godard, H.; Elloumi, S.; Lambert, A.; Maeght, J. and Ruiz, M. Novel Approach Towards Global Optimality of Optimal Power Flow Using Quadratic Convex Optimization . In 6th International Conference on Control, Decision and Information Technologies (CoDIT) , Paris, France, 2019. doi www Lambert, A.; Elloumi, S.; Lazare, A. and Rodriguez-Heck, E. The Impact of Quadratization in Convexification-Based Resolution of Polynomial Binary Optimization . In PGMO days , Palaiseau, France, 2019. www Elloumi, S.; Lambert, A. and Lazare, A. Quadratisation et reformulation convexe pour les polyn^omes de variables binaires . In ROADEF 2019 , Le Havre, France, 2019. www Lambert, A.; Elloumi, S.; Godard, H.; Maeght, J. and Ruiz, M. Solving Alternative Current Optimal Power Flow to Global Optimality with Quadratic Reformulation Using Semi-Definite Programming and Branch-and-Bound . In PGMO days , Palaiseau, France, 2019. www Lucas, R.; Alès, Z.; Elloumi, S. and Ramond, F. c. Réduction des co^uts d'adaptation d'un plan de transport ferroviaire `a l'aide de solutions adaptative . In Conférence ROADEF 2019 , Le Havre, France, 2019. www Lucas, R.; Alès, Z.; Ramond, F. c. and Elloumi, S. Reducing the Adaptation Costs of a Rolling Stock Schedule with Adaptive Solution: the Case of Demand Changes . In RailNorrk"oping 2019. 8th International Conference on Railway Operations Modelling and Analysis (ICROMA) , pages 857-876, Norrk"oping, Sweden, Link"oping Electronic Conference Proceedings 69, 2019. www 2018 Book Sections Conference Articles Lambert, A.; Elloumi, S. and Lazare, A. Unconstrained 0-1 polynomial optimization through convex quadratic reformulation . In ISMP 18 , Bordeaux, France, 2018. www Lambert, A.; Elloumi, S.; Godard, H.; Maeght, J. and Ruiz, M. Solve Alternative Current Optimal Power Flow to global optimality . In ISMP 18 , bordeaux, France, 2018. www Lucas, R.; Alès, Z. and Elloumi, S. A MILP Formulation for Adaptive Solutions in Railway Scheduling . In PGMO Days 2018 , Palaiseau, France, 2018. www Alès, Z. and Elloumi, S. Comparaison de formulations pour le problème du p-centre . In Conférence ROADEF 2018 , Lorient, France, 2018. www Lambert, A.; Elloumi, S. and Lazare, A. Résolution du problème de suites binaires avec faible autocorrélation `a l'aide d'une reformulation quadratique convexe . In ROADEF 2018 , Lorient, France, 2018. www Alès, Z. and Elloumi, S. Compact MILP formulations for the p-center problem . In ISCO (International Symposium on Combinatorial Optimization) 2018 , Marrakesh, France, 2018. www 2017 Journal Articles Billionnet, A.; Elloumi, S.; Lambert, A. and Wiegele, A. Using a Conic Bundle Method to Accelerate Both Phases of a Quadratic Convex Reformulation . In INFORMS Journal on Computing , 29 (2): 318-331, 2017. doi www Tréfond, S.; Billionnet, A.; Elloumi, S.; Djellab, H. and Guyon, O. Optimization and simulation for robust railway rolling-stock planning . In Journal of Rail Transport Planning & Management , 2017. doi www Conference Articles Elloumi, S.; Lambert, A. and Lazare, A. Global optimisation of binary polynomial programs . In PGMO Days , Palaiseau, France, 2017. www Elloumi, S.; Hudry, O.; Marie, E.; Plateau, A. and Rovedakis, S. Optimization of wireless sensor networks deployment with coverage and connectivity constraints . In IEEE , pages 0336-0341, IEEE , Barcelona, Spain, IEEE , 2017. doi www Godard, H.; Elloumi, S.; Lambert, A.; Maeght, J. and Ruiz, M. Reformulation Quadratique Convexe Pour l'Optimisation des Flux de Puissance . In ROADEF 17 , Metz, France, 2017. www Elloumi, S.; Godard, H.; Lambert, A.; Maeght, J. and Ruiz, M. Solving Optimal Power Flow through reformulation . In 15th EUROPT Workshop on Advances in Continuous Optimization , montréal, Canada, 2017. www d'Ambrosio, C.; Elloumi, S.; Lambert, A. and Lazare, A. Optimisation de programmes polynomiaux en variables 0-1 et sans contraintes . In ROADEF 17 , Metz, France, 2017. www Lambert, A. and Elloumi, S. Quadratic convex reformulation for partitioning problems . In EUROPT 17 , Montreal, Canada, 2017. www 2016 Journal Articles Conference Articles Elloumi, S. and Lambert, A. Comparison of Quadratic Convex Reformulations to Solve the Quadratic Assignment Problem . In cocoa 2016 , pages 726-734, Hong Kong, China, Lecture Notes in Computer Science, Combinatorial Optimization and Applications. COCOA 2016 10043, 2016. doi www Lambert, A.; Elloumi, S.; d'Ambrosio, C. and Lazare, A. Global solution of mixed-integer polynomial optimization problems through quadratic reformulation . In PGMO days , Palaiseau, France, 2016. www Elloumi, S. and Lambert, A. Reformulation quadratique convexe du problème d'affectation quadratique . In ROADEF 2016 , Compiègne, France, 2016. www Dubois, C.; Butant, A. and Elloumi, S. Preuve formelle et contrainte alldiff . In Actes ROADEF 2016 : 17e conférence de la société franc caise de Recherche Opérationnelle et d'Aide `a la Décision , pages 1-2, UTC , Compiègne, France, 2016. www 2015 Conference Articles Lambert, A.; Elloumi, S. and Billionnet, A. Global Solution of General Quadratic Programs . In ISMP 15 , Pittsburg, United States, 2015. www Bentz, C.; Elloumi, S.; Gourdin, E. and Lefebvre, T. Flot maximum robuste avec incertitudes sur les chemins . In 16eme congrès annuel de la ROADEF , pages 1, Marseille, France, 2015. www Dubois, C.; Elloumi, S.; Robillard, B. and Vincent, C. Graphes et couplages en Coq . In Actes des Vingt-sixièmes Journées Francophones des Langages Applicatifs (JFLA 2015) , Le Val d'Ajol, France, 2015. www 2014 Journal Articles Conference Articles Lefebvre, T.; Bentz, C.; Elloumi, S. and Gourdin, E. Survivable Network Coding . In ROADEF - 15ème congrès annuel de la Société franc caise de recherche opérationnelle et d'aide `a la décision , Bordeaux, France, 2014. www Elloumi, S. Tutoriel: Reformulation Quadratique Convexe pour l'optimisation Quadratique discrète: résultats de base et extensions récentes . In 15?me congr?s annuel de la ROADEF , pages 1, X, France, 2014. www Elloumi, S. Tutoriel : Reformulation Quadratique Convexe pour l'optimisation Quadratique discrète~: résultats de base et extensions récentes . In ROADEF - 15ème congrès annuel de la Société franc caise de recherche opérationnelle et d'aide `a la décision , Bordeaux, France, 2014. www Elloumi, S. and Lambert, A. Recent advances in solving some optimization problems in graphs by quadratic programming . In Ninth International Colloquium on Graphs and Optimization. GO IX , pages 1, X, Italy, 2014. www Bentz, C.; Elloumi, S.; Gourdin, E. and Lefebvre, T. Network coding for survivable multicast video streaming networks . In Reliable Networks Design and Modeling (RNDM), 2014 6th International Workshop on , pages 138-144, X, France, 2014. www Elloumi, S.; Gourdin, E. and Lefebvre, T. Does network coding improve the throughput of a survivable multicast network ? . In Design of Reliable Communication Networks (DRCN), 2014 10th International Conference on the , pages 1-8, Ghent, Belgium, 2014. www Elloumi, S. Quadratic Convex Reformulation for discrete quadratic optimization : Basic results and recent extensions . In PGMO-COPI'14 , pages 66, X, France, 2014. www 2013 Journal Articles Conference Articles Trefond, S.; Djellab, H.; Billionnet, A. and Elloumi, S. Optimisation et simulation pour la planification robuste des roulements déngins en milieu ferroviaire . In 14è conférence ROADEF de la Société Franc caise de Recherche Opérationnelle et Aide `a la Décision , TROYES, France, 2013. www Billionnet, A.; Djellab, H.; Elloumi, S. and Trefond, S. A column generation based method for robust railway rolling-stock planning . In TRISTAN VIII - EIGHTH TRIENNIAL SYMPOSIUM ON TRANSPORTATION ANALYSIS , San Pedro De Atacama, Chile, 2013. www Elloumi, S.; Billionnet, A. and Lambert, A. Global solution of mixed-integer quadratic programs through quadratic convex reformulation . In EURO XXVI , pages 91, ROME, Italy, 2013. www Tréfond, S.; Billionnet, A.; Elloumi, S. and Djellab, H. Optimisation et simulation pour la planification robuste des roulements d?engins en milieu ferroviaire . In ROADEF, 14? Conf?rence de la Soci?t? Fran?aise de Recherche Op?rationnelle et Aide ? la D?cision , pages 241, Troyes, France, 2013. www Elloumi, S.; Gourdin, E. and Lefebvre, T. Network coding with single arc failures . In ECCO, European Chapter on Combinatorial Optimization , pages 2, X, France, 2013. www Billionnet, A.; Elloumi, S. and Lambert, A. Convex reformulations of mixed-integer quadratically constrained programs . In EUROPT 2013 , pages 24, Florence, Italy, 2013. www Elloumi, S. and Lambert, A. Quadratic convex reformulation for graph partitionning problems . In IFIP TC 7 / 2013 System Modelling and Optimization , pages 1, Klagenfurt, Austria, 2013. www 2012 Journal Articles Conference Articles Elloumi, S. A unified view of linear and quadratic convex reformulations for binary quadratic programming . In ISMP , pages 1 page, Berlin, Germany, 2012. www Trefond, S.; Djellab, H.; Billionnet, A.; Elloumi, S. and Escobar, E. A robust-planning methodology for railway rolling-stock . In A robust-planning methodology for railway rolling-stock , pages 349, Lyndhurst, New Forest, United Kingdom, 2012. www Billionnet, A.; Elloumi, S. and Lambert, A. Convex reformulations of Integer Quadratically Constrained Problems . In ISMP (21th International Symposium of Mathematical programming) , pages 1 page, Berlin, Germany, 2012. www Billionnet, A.; Elloumi, S. and Lambert, A. A new Branch and Bound algorithm for MIQPs . In EURO 2012 , pages 57, Vilnius, Liechtenstein, 2012. www Trefond, S.; Djellab, H.; Billionnet, A. and Elloumi, S. Planification robuste du matériel roulant ferroviaire . In Planification robuste du matériel roulant ferroviaire , pages 544, Angers, France, 2012. www 2011 2010 Journal Articles Conference Articles Billionnet, A.; Elloumi, S. and Lambert, A. Solving a general mixed-integer quadratic problem through convex reformulation : a computational study . In Proceedings of the European Workshop on Mixed Integer Nonlinear Programming , Marseille, France, 2010. www Billionnet, A.; Elloumi, S. and Lambert, A. Reformulation convexe des programmes quadratiques entiers : un algorithme de Branch and Bound fondé sur la structure du problème reformulé . In ROADEF 10, 11?me congr?s annuel de la Soci?t? fran?aise de Recherche Op?rationnelle et d?Aide ? la D?cision , pages 2 pages, Toulouse, France, 2010. www Elloumi, S. and Plateau, A. A computational study for the p-median Problem . In ISCO 2010 - International Symposium on Combinatorial Optimization , pages 455-462, Elsevier , Hammamet, Tunisia, Electronic Notes in Discrete Mathematics 36, 2010. doi www Elloumi, S. and Yaman, H. Hub Problems with Bounded Path Lengths . In The 10th INFORMS Telecommunications Conference, Montr?al , pages 2 pages, X, France, 2010. www Miscellaneous 2009 Journal Articles Conference Articles Billionnet, A.; Elloumi, S. and Lambert, A. Convex reformulations for binary quadratic programs . In EURO 2009, 23rd European Conference on Operational Research , pages 47, Bonn, Germany, 2009. www Billionnet, A.; Elloumi, S. and Lambert, A. Résolution de programmes quadratiques en nombres entiers par reformulation convexe . In JPOC 6 (Journ?es Poly?dres et Optimisation Combinatoire) , pages 15-18, Bordeaux, France, 2009. www Billionnet, A.; Elloumi, S. and Le Ma?tre, A. Equipment replacement planning in a telecommunication network with a decreasing number of clients . In INOC (International Network Optimization Conference) , pages 4 pages, Pise, Italy, 2009. www Billionnet, A.; Elloumi, S. and Lambert, A. Convex reformulations for integer quadratic programs . In 20th International Symposium of Mathematical programming (ISMP) , pages 115, Chicago, United States, 2009. www 2008 Journal Articles Christophe, J.; Dewez, S.; Doignon, J.P.; Elloumi, S.; Fasbender, G.; Gr?goire, Ph.; Huygens, D.; Labb?, M.; M?lot, H. and Yaman, H. Linear inequalities among graph invariants: using GraPHedron to uncover optimal relationships . In Computer Networks Journal , 52: 287-298, 2008. www Billionnet, A.; Elloumi, S. and Plateau, M-C. Quadratic 0-1 programming : tightening linear or quadratic convex reformulation by use of relaxations . In RAIRO - Operations Research , 42 (2): 103-121, 2008. doi www Conference Articles Billionnet, A.; Elloumi, S. and Lambert, A. Linear Reformulations of Integer Quadratic Programs . In LNCS , pages 43-51, Metz, France, LNCS , 2008. www Billionnet, A.; Elloumi, S. and Lambert, A. Comparaison de reformulations linéaires de programmes quadratiques en nombres entiers . In ROADEF'08, 9?me Congr?s de la Soci?t? Fran?aise de Recherche Op?rationnelle et d?Aide ? la D?cision , pages 71-72, Clermont-Ferrand, France, 2008. www Billionnet, A.; Elloumi, S. and Le Ma?tre, A. Optimisation robuste d'une migration de matériel dans un réseau en décroissance . In ROADEF'08, 9?me Congr?s de la Soci?t? Fran?aise de Recherche Op?rationnelle et d?Aide ? la D?cision , pages 69-70, Clermont-Ferrand, France, 2008. www Elloumi, S. Nouvelles inégalités valides pour l'affectation quadratique généralisée . In ROADEF'08, Clermont-Ferrand, février , pages 179, X, France, 2008. www Reports 2007 Journal Articles Conference Articles Billionnet, A.; Carme, L.; Elloumi, S. and Le Ma?tre, A. Etude d'un problème réel de migration de matériel dans un réseau avec décroissance des clients . In FRANCORO 5 / ROADEF'07, 5?me journ?es francophones de recherche op?rationnelle / 8?me congr?s de la soci?t? fran?aise de recherche op?rationnelle et d'aide ? la d?cision , pages 95-96, Grenoble, France, 2007. www Billionnet, A. and Elloumi, S. Planification d'une migration de réseau dans un réseau en décroissance . In Journ?e Optimisation dans les r?seaux ? Gaz-de-France, Saint-Denis. , X, France, 2007. www Billionnet, A.; Elloumi, S. and Plateau, M-C. Reformulation d'un programme quadratique avec un objectif déj`a convexe : la méthode QCR appliquée `a un problème d'investissement . In FRANCORO 5 / ROADEF'07, 5?me journ?es francophones de recherche op?rationnelle / 8?me congr?s de la soci?t? fran?aise de recherche op?rationnelle et d'aide ? la d?cision , pages 369-370, Grenoble, France, 2007. www 2006 Conference Articles Billionnet, A.; Elloumi, S. and Plateau, M-C. Programmation Quadratique en Variables 0-1 avec Contraintes Linéaires . In ROADEF'06 7ème congrès, Lille, février , pages 32, X, France, 2006. www Billionnet, A.; Elloumi, S. and Le Ma?tre, A. Equipments replacement planning in a telecommunications network . In SODA'06: Seminar on Optimization and Decision Aid, Sophia-antipolis , X, France, 2006. www Reports 2005 Journal Articles Conference Articles Billionnet, A.; Elloumi, S. and Plateau, M-C. Convex Quadratic Reformulation Applied to the Graph Equicut Problem . In ALIO/EURO'05 5th Conf. on Combinatorial Optimization, ENST, Paris, France , X, France, 2005. www Plateau, M-C.; Billionnet, A. and Elloumi, S. Eigenvalue Methods for Linearly Constrained Quadratic 0-1 Problems with Application to the Densest k-Subgraph Problem . In ROADEF 05, février, Tours , pages 55-66, X, France, 2005. www Elloumi, S. Une formulation alternative de Problèmes de Localisation . In ROADEF'05 6ème congrès, Tours, février , pages 171-172, X, France, 2005. www Reports 2004 Journal Articles Elloumi, S.; Labb?, M. and Pochet, Y. A new formulation and exact solution method for the p-center problem . In INFORMS Journal on Computing , 16: 84-94, 2004. www Elloumi, S.; Labbé, M. and Pochet, Y. New formulation and resolution method for the p-center problem . In I N F O R M S Journal on Computing , 16: 84-94, 2004. www 2003 Journal Articles Conference Articles Reports 2002 Conference Articles Cardinal, J.; Elloumi, S. and Labb?, M. Local optimization of index assignments for multiple description coding . In XIth European Signal Processing Conference (EUSIPCO-2002) , X, France, 2002. www Elloumi, S.; Labb?, M. and Pochet, Y. Formulation et résolution d'un problème de p-Centre tolérant aux pannes . In Congrès de la ROADEF 2002 , X, France, 2002. www Elloumi, S.; Labb?, M. and Pochet, Y. Generalisations of the p-Center problem: formulations and solution methods . In ECCO XV , X, France, 2002. www Reports Elloumi, S. and Soutif, E. Comparaison expérimentale de différentes bornes inférieures pour un problème de placement de tâches . Technical Report CEDRIC-02-323, CEDRIC Lab/CNAM , 2002.Blanchard, A.; Elloumi, S.; Faye, A. and Wicker, N. Une famille de facettes pour le polytope de l'affectation quadratique . Technical Report CEDRIC-02-330, CEDRIC Lab/CNAM , 2002.2001 Journal Articles Conference Articles Billionnet, A.; Elloumi, S. and Grouz Djerbi, L. A decomposition method for designing radio-mobile access networks based on SDH rings . In EURO 2001, Rotterdam , X, France, 2001. www Blanchard, A.; Elloumi, S.; Faye, A. and Wicker, N. Un algorithme de coupes pour l'Affectation Quadratique . In FRANCORO III , X, France, 2001. www 2000 Conference Articles Elloumi, S. and Soutif, E. Comparaison expérimentale de différentes bornes inférieures pour un problème de placement de tâches . In ROADEF'2000, Nantes , X, France, 2000. www Grouz Djerbi, L.; Billionnet, A. and Elloumi, S. Designing radio-mobile access networks based on SDH ring structures . In DRCN2000,Munich , X, France, 2000. www Grouz Djerbi, L.; Billionnet, A. and Elloumi, S. Designing radio-mobile access networks based on SDH rings . In CO 2000, London , X, France, 2000. www Blanchard, A.; Faye, A. and Elloumi, S. Facettes du polytope de l'affectation quadratique . In ROADEF'2000, Nantes , X, France, 2000. www 1998 1997 1995 Journal Articles Conference Articles Reports 1994 1992
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