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Number of documents

46

CV


Journal articles8 documents

  • Sourour Elloumi, Amélie Lambert, Arnaud Lazare. Solving unconstrained 0-1 polynomial programs through quadratic convex reformulation. Journal of Global Optimization, Springer Verlag, In press. ⟨hal-01872996v4⟩
  • Zhongzhu Chen, Marcia Fampa, Amélie Lambert, Jon Lee. Mixing convex-optimization bounds for maximum-entropy sampling. Mathematical Programming B, Springer, In press, ⟨10.1007/s10107-020-01588-w⟩. ⟨hal-03016397⟩
  • Sourour Elloumi, Amélie Lambert. Global solution of non-convex quadratically constrained quadratic programs. Optimization Methods and Software, Taylor & Francis, 2019, 34 (1), pp.98-114. ⟨10.1080/10556788.2017.1350675⟩. ⟨hal-01811322⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert, Angelika Wiegele. Using a Conic Bundle Method to Accelerate Both Phases of a Quadratic Convex Reformulation. INFORMS Journal on Computing, Institute for Operations Research and the Management Sciences (INFORMS), 2017, 29 (2), pp.318 - 331. ⟨10.1287/ijoc.2016.0731⟩. ⟨hal-01811329⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Exact quadratic convex reformulations of mixed-integer quadratically constrained problems. Mathematical Programming, Springer Verlag, 2016, 158 (1-2), pp.235-266. ⟨10.1007/s10107-015-0921-2⟩. ⟨hal-02922683⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. A Branch and Bound algorithm for general mixed-integer quadratic programs based on quadratic convex relaxation. Journal of Combinatorial Optimization, Springer Verlag, 2014, 28, pp.376-399. ⟨hal-01126210⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. An efficient compact quadratic convex reformulation for general integer quadratic programs. Computational Optimization and Applications, Springer Verlag, 2013, 54, pp.141-162. ⟨hal-01126098⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Extending the QCR method to the case of general mixed integer programs. Mathematical Programming Computation, Springer, 2012, 131, pp.381-401. ⟨hal-01125718⟩

Conference papers33 documents

  • Amélie Lambert, Sourour Elloumi, Hadrien Godard, Jean Maeght, Manuel Ruiz. Solving Alternative Current Optimal Power Flow to Global Optimality with Quadratic Reformulation Using Semi-Definite Programming and Branch-and-Bound. PGMO days, Dec 2019, Palaiseau, France. ⟨hal-02455486⟩
  • Amélie Lambert, Sourour Elloumi, Arnaud Lazare, Elisabeth Rodriguez-Heck. The Impact of Quadratization in Convexification-Based Resolution of Polynomial Binary Optimization. PGMO days, Dec 2019, Palaiseau, France. ⟨hal-02455497⟩
  • Sourour Elloumi, Amélie Lambert, Arnaud Lazare. Quadratisation et reformulation convexe pour les polynômes de variables binaires. ROADEF 2019, Feb 2019, Le Havre, France. ⟨hal-02455585⟩
  • Sourour Elloumi, Amélie Lambert, Arnaud Lazare. Semidefinite programming relaxations through quadratic reformulation for box-constrained polynomial optimization problems. 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2019, Paris, France. pp.1498-1503, ⟨10.1109/CoDIT.2019.8820690⟩. ⟨hal-02455410⟩
  • Hadrien Godard, Sourour Elloumi, Amélie Lambert, Jean Maeght, Manuel Ruiz. Novel Approach Towards Global Optimality of Optimal Power Flow Using Quadratic Convex Optimization. 6th International Conference on Control, Decision and Information Technologies (CoDIT), Apr 2019, Paris, France. ⟨10.1109/CoDIT.2019.8820584⟩. ⟨hal-02065034v2⟩
  • Amélie Lambert, Sourour Elloumi, Hadrien Godard, Jean Maeght, Manuel Ruiz. Solve Alternative Current Optimal Power Flow to global optimality. ISMP 18, Jul 2018, bordeaux, France. ⟨hal-02455551⟩
  • Amélie Lambert, Sourour Elloumi, Arnaud Lazare. Unconstrained 0-1 polynomial optimization through convex quadratic reformulation. ISMP 18, Jul 2018, Bordeaux, France. ⟨hal-02455578⟩
  • Amélie Lambert. Valid inequalities for QCQPs. ISMP 18, Jul 2018, Bordeaux, France. ⟨hal-02455582⟩
  • Amélie Lambert, Sourour Elloumi, Arnaud Lazare. Résolution du problème de suites binaires avec faible autocorrélation à l'aide d'une reformulation quadratique convexe. ROADEF 2018, Feb 2018, Lorient, France. ⟨hal-02455573⟩
  • Amélie Lambert, Sourour Elloumi. Quadratic convex reformulation for partitioning problems. EUROPT 17, Jul 2017, Montreal, Canada. ⟨hal-02455475⟩
  • Egor Gladkikh, Amélie Lambert, Alain Faye, Dimitri Watel, Marie-Christine Costa. Optimisation du maillage électrique du parc éoliennes off-shore – projet Stationis. ROADEF 17, Feb 2017, Metz, France. ⟨hal-02455568⟩
  • Hadrien Godard, Sourour Elloumi, Amélie Lambert, Jean Maeght, Manuel Ruiz. Reformulation Quadratique Convexe Pour l'Optimisation des Flux de Puissance. ROADEF 17, Feb 2017, Metz, France. ⟨hal-02455536⟩
  • Sourour Elloumi, Amélie Lambert, Arnaud Lazare. Global optimisation of binary polynomial programs. PGMO Days, Nov 2017, Palaiseau, France. ⟨hal-02455515⟩
  • Claudia d'Ambrosio, Sourour Elloumi, Amélie Lambert, Arnaud Lazare. Optimisation de programmes polynomiaux en variables 0-1 et sans contraintes. ROADEF 17, Feb 2017, Metz, France. ⟨hal-02455556⟩
  • Sourour Elloumi, Hadien Godard, Amélie Lambert, Jean Maeght, Manuel Ruiz. Solving Optimal Power Flow through reformulation. 15th EUROPT Workshop on Advances in Continuous Optimization, Jul 2017, montréal, Canada. ⟨hal-01811347⟩
  • Amélie Lambert, Sourour Elloumi, Claudia d'Ambrosio, Arnaud Lazare. Global solution of mixed-integer polynomial optimization problems through quadratic reformulation. PGMO days, Nov 2016, Palaiseau, France. ⟨hal-02455461⟩
  • Sourour Elloumi, Amélie Lambert. Comparison of Quadratic Convex Reformulations to Solve the Quadratic Assignment Problem. cocoa 2016, 2016, Hong Kong, China. pp.726-734, ⟨10.1007%2F978-3-319-48749-6_54⟩. ⟨hal-01500220⟩
  • Sourour Elloumi, Amélie Lambert. Reformulation quadratique convexe du problème d'affectation quadratique. ROADEF 2016, Feb 2016, Compiègne, France. ⟨hal-02455448⟩
  • Amélie Lambert, Sourour Elloumi, Alain Billionnet. Global Solution of General Quadratic Programs. ISMP 15, Jul 2015, Pittsburg, United States. ⟨hal-02455441⟩
  • Sourour Elloumi, Amélie Lambert. Recent advances in solving some optimization problems in graphs by quadratic programming. Ninth International Colloquium on Graphs and Optimization. GO IX, Jul 2014, X, Italy. pp.1. ⟨hal-01126525⟩
  • Sourour Elloumi, Amélie Lambert. Quadratic convex reformulation for graph partitionning problems. IFIP TC 7 / 2013 System Modelling and Optimization, Sep 2013, Klagenfurt, Austria. pp.1. ⟨hal-01126262⟩
  • Sourour Elloumi, Alain Billionnet, Amélie Lambert. Global solution of mixed-integer quadratic programs through quadratic convex reformulation. EURO XXVI, Jul 2013, ROME, Italy. pp.91. ⟨hal-01126261⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Convex reformulations of mixed-integer quadratically constrained programs. EUROPT 2013, Jun 2013, Florence, Italy. pp.24. ⟨hal-01126271⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Convex reformulations of Integer Quadratically Constrained Problems. ISMP (21th International Symposium of Mathematical programming), Aug 2012, Berlin, Germany. 1 page. ⟨hal-01126039⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. A new Branch and Bound algorithm for MIQPs. EURO 2012, Jul 2012, Vilnius, Liechtenstein. pp.57. ⟨hal-01126099⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. A solution method for quadratically constrained integer problems. Optimization 2011, Lisbon, Portugal., Jul 2011, X, France. pp.64. ⟨hal-01125963⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Reformulation convexe des programmes quadratiques entiers : un algorithme de Branch and Bound fondé sur la structure du problème reformulé. ROADEF 10, 11?me congr?s annuel de la Soci?t? fran?aise de Recherche Op?rationnelle et d?Aide ? la D?cision, Feb 2010, Toulouse, France. 2 p. ⟨hal-01125730⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Solving a general mixed-integer quadratic problem through convex reformulation : a computational study. EWMINLP, Apr 2010, Marseille, France. ⟨hal-02455431⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Convex reformulations for binary quadratic programs. EURO 2009, 23rd European Conference on Operational Research, Jul 2009, Bonn, Germany. pp.47. ⟨hal-01125632⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Convex reformulations for integer quadratic programs. 20th International Symposium of Mathematical programming (ISMP), Aug 2009, Chicago, United States. pp.115. ⟨hal-01125634⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Résolution de programmes quadratiques en nombres entiers par reformulation convexe. JPOC 6 (Journ?es Poly?dres et Optimisation Combinatoire), Jun 2009, Bordeaux, France. pp.15-18. ⟨hal-01125633⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Linear Reformulations of Integer Quadratic Programs. MCO'08, 2nd international conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, Sep 2008, Metz, France. pp.43-51. ⟨hal-01125562⟩
  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Comparaison de reformulations linéaires de programmes quadratiques en nombres entiers. ROADEF'08, 9?me Congr?s de la Soci?t? Fran?aise de Recherche Op?rationnelle et d?Aide ? la D?cision, Feb 2008, Clermont-Ferrand, France. pp.71-72. ⟨hal-01125408⟩

Poster communications1 document

  • Alain Billionnet, Sourour Elloumi, Amélie Lambert. Solving a general mixed-integer quadratic problem through convex reformulation : a computational study . European Workshop on Mixed Integer Nonlinear Programming, Apr 2010, X, Morocco. pp.197-204, 2010. ⟨hal-01126137⟩

Books1 document

  • Joelle Delacroix, François Barthélemy, Raphaël Fournier, Isabelle Gil-Michalon, Amélie Lambert, et al.. Informatique. Dunod, 2017, Fluoresciences, 3257227892. ⟨hal-01568651⟩

Preprints, Working Papers, ...1 document

  • Amélie Lambert. Valid inequalities and global solution algorithm for Quadratically Constrained Quadratic Programs. 2020. ⟨hal-03016403⟩

Theses1 document

  • Amélie Lambert. Résolution de programmes quadratiques en nombres entiers. Recherche opérationnelle [cs.RO]. Conservatoire National des Arts et Métiers (CNAM), 2009. Français. ⟨tel-02459253⟩

Software1 document

  • Amélie Lambert. Solver of Mixed-Integer Quadratic Programs (SMIQP). 2021. ⟨hal-03179987⟩