Amélie Lambert
Maître de conférences (HDR)
Équipe : Optimisation combinatoire
Site web : http://cedric.cnam.fr/~lamberta
Téléphone : +33 1 58 80 85 14
Bureau : 31.1.83
MCF en informatique dans l'équipe OC du laboratoire Cedric-Cnam, je travaille principalement sur la résolution de problèmes d'optimisation non linéaires.
2024
Articles de revue
- A tight compact quadratically constrained convex relaxation of the Optimal Power Flow problem. In Computers and Operations Research, 166: 106626, 2024. doi www
- New optimization models for optimal classification trees. In Computers and Operations Research, 164: 106515, 2024. doi www
- Global solution of Quadratic Problems by Interval Methods and Convex Relaxations. In Journal of Global Optimization, 2024. www
Non publié
- Clustering data for the Optimal Classication Tree Problem. , working paper or preprint. www
- Using quadratic cuts to iteratively strengthen convexifications of box quadratic programs. , working paper or preprint. www
2023
Articles de revue
- Using general triangle inequalities within Quadratic Convex Reformulation method. In Optimization Methods and Software, 38 (3): 626-653, 2023. doi www
Articles de conférence
- Sous-estimateurs Quadratiques convexes par morceaux pour les problèmes d'optimisation quadratique. In 24ème congrès annuel ROADEF, Rennes, France, 2023. www
- A piecewise-quadratic convexification for exactly solving box-constrained quadratic programs. In WCGO 2023 - The 2023 World Congress on Global Optimization, Athens, Greece, 2023. www
2022
Articles de conférence
- New optimization models for optimal classification trees. In 32nd European Conference on Operational Research (EURO 2022), Espoo, Finland, 2022. www
- 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
- Global Solution of Quadratic Problems by Interval Methods and Convex Reformulation. In HUGO 2022 - 15th Workshop on Global Optimization, Szeged, Hungary, 2022. www
- Exact solution of the OPF problem based on compact quadratically constrained convex relaxation. In 32nd European Conference on Operational Research (EURO 2022), Espoo, Finland, 2022. www
- Modélisations d'arbres de décision optimaux. In 23ème congrès annuel de la société Franc caise de Recherche Opérationnelle et d'Aide `a la Décision (ROADEF 22), Lyon, France, 2022. www
Non publié
- Quadratization and convexification in polynomial binary optimization. , working paper or preprint. www
2021
Articles de revue
- Preface: CTW 2018. In Discrete Applied Mathematics, 296: 1, 2021. doi www
- Solving unconstrained 0-1 polynomial programs through quadratic convex reformulation. In Journal of Global Optimization, 80 (2): 231-248, 2021. doi www
- Mixing convex-optimization bounds for maximum-entropy sampling. In Mathematical Programming, 188: 539-568, 2021. doi www
Thèses et habilitations
Logiciel
2019
Articles de revue
- Global solution of non-convex quadratically constrained quadratic programs. In Optimization Methods and Software, 34 (1): 98-114, 2019. doi www
Articles de conférence
- The Impact of Quadratization in Convexification-Based Resolution of Polynomial Binary Optimization. In PGMO days, Palaiseau, France, 2019. www
- 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
- Quadratisation et reformulation convexe pour les polyn^omes de variables binaires. In ROADEF 2019, Le Havre, France, 2019. www
- 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
- 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
2018
Articles de conférence
- Solve Alternative Current Optimal Power Flow to global optimality. In ISMP 18, bordeaux, France, 2018. www
- Unconstrained 0-1 polynomial optimization through convex quadratic reformulation. In ISMP 18, Bordeaux, France, 2018. www
- Valid inequalities for QCQPs. In ISMP 18, Bordeaux, France, 2018. www
- Résolution du problème de suites binaires avec faible autocorrélation `a l'aide d'une reformulation quadratique convexe. In ROADEF 2018, Lorient, France, 2018. www
2017
Articles de revue
- 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
Livres
- Informatique. Dunod, Fluoresciences , 2017. www
Articles de conférence
- Solving Optimal Power Flow through reformulation. In 15th EUROPT Workshop on Advances in Continuous Optimization, montréal, Canada, 2017. www
- Optimisation de programmes polynomiaux en variables 0-1 et sans contraintes. In ROADEF 17, Metz, France, 2017. www
- Quadratic convex reformulation for partitioning problems. In EUROPT 17, Montreal, Canada, 2017. www
- Optimisation du maillage électrique du parc éoliennes off-shore -- projet Stationis. In ROADEF 17, Metz, France, 2017. www
- Global optimisation of binary polynomial programs. In PGMO Days, Palaiseau, France, 2017. www
- Reformulation Quadratique Convexe Pour l'Optimisation des Flux de Puissance. In ROADEF 17, Metz, France, 2017. www
2016
Articles de revue
- Exact quadratic convex reformulations of mixed-integer quadratically constrained problems. In Mathematical Programming, 158 (1-2): 235-266, 2016. doi www
Articles de conférence
- 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
- Global solution of mixed-integer polynomial optimization problems through quadratic reformulation. In PGMO days, Palaiseau, France, 2016. www
- Reformulation quadratique convexe du problème d'affectation quadratique. In ROADEF 2016, Compiègne, France, 2016. www
2015
Articles de conférence
- Global Solution of General Quadratic Programs. In ISMP 15, Pittsburg, United States, 2015. www
2014
Articles de revue
- A Branch and Bound algorithm for general mixed-integer quadratic programs based on quadratic convex relaxation. In Journal of Combinatorial Optimization, 28 (2): 376-399, 2014. doi www
Articles de conférence
- 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
2013
Articles de revue
- An efficient compact quadratic convex reformulation for general integer quadratic programs. In Computational Optimization and Applications, 54: 141-162, 2013. www
Articles de conférence
- Quadratic convex reformulation for graph partitionning problems. In IFIP TC 7 / 2013 System Modelling and Optimization, pages 1, Klagenfurt, Austria, 2013. www
- Global solution of mixed-integer quadratic programs through quadratic convex reformulation. In EURO XXVI, pages 91, ROME, Italy, 2013. www
- Convex reformulations of mixed-integer quadratically constrained programs. In EUROPT 2013, pages 24, Florence, Italy, 2013. www
2012
Articles de revue
- Extending the QCR method to the case of general mixed integer programs. In Mathematical Programming Computation, 131: 381-401, 2012. www
Articles de conférence
- A new Branch and Bound algorithm for MIQPs. In EURO 2012, pages 57, Vilnius, Liechtenstein, 2012. www
- Convex reformulations of Integer Quadratically Constrained Problems. In ISMP (21th International Symposium of Mathematical programming), pages 1 page, Berlin, Germany, 2012. www
2011
Articles de conférence
- A solution method for quadratically constrained integer problems. In Optimization 2011, Lisbon, Portugal., pages 64, X, France, 2011. www
2010
Articles de conférence
- 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
- Solving a general mixed-integer quadratic problem through convex reformulation : a computational study. In EWMINLP, Marseille, France, 2010. www
Divers
2009
Articles de conférence
- Convex reformulations for binary quadratic programs. In EURO 2009, 23rd European Conference on Operational Research, pages 47, Bonn, Germany, 2009. www
- 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
- Convex reformulations for integer quadratic programs. In 20th International Symposium of Mathematical programming (ISMP), pages 115, Chicago, United States, 2009. www
Thèses et habilitations
2008
Articles de conférence
- 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
- Linear Reformulations of Integer Quadratic Programs. In MCO'08, 2nd international conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, pages 43-51, Metz, France, LNCS , 2008. www