Bundle methods for sum-functions with “easy” components: applications to multicommodity network design A Frangioni, E Gorgone Mathematical Programming 145, 133-161, 2014 | 85 | 2014 |
Lagrangian relaxation for SVM feature selection M Gaudioso, E Gorgone, M Labbé, AM Rodríguez-Chía Computers & Operations Research 87, 137-145, 2017 | 62 | 2017 |
Piecewise-quadratic approximations in convex numerical optimization A Astorino, A Frangioni, M Gaudioso, E Gorgone SIAM Journal on Optimization 21 (4), 1418-1438, 2011 | 46 | 2011 |
On the computational efficiency of subgradient methods: a case study with Lagrangian bounds A Frangioni, B Gendron, E Gorgone Mathematical Programming Computation 9, 573-604, 2017 | 34 | 2017 |
Non-smoothness in classification problems A Astorino, A Fuduli, E Gorgone Optimisation Methods & Software 23 (5), 675-688, 2008 | 33 | 2008 |
Feature selection in SVM via polyhedral k-norm M Gaudioso, E Gorgone, JB Hiriart-Urruty Optimization letters 14 (1), 19-36, 2020 | 30 | 2020 |
A nonmonotone proximal bundle method with (potentially) continuous step decisions A Astorino, A Frangioni, A Fuduli, E Gorgone SIAM Journal on Optimization 23 (3), 1784-1809, 2013 | 29 | 2013 |
Data preprocessing in semi-supervised SVM classification A Astorino, E Gorgone, M Gaudioso, D Pallaschke Optimization 60 (1-2), 143-151, 2011 | 29 | 2011 |
Gradient set splitting in nonconvex nonsmooth numerical optimization M Gaudioso, E Gorgone Optimization Methods & Software 25 (1), 59-74, 2010 | 17 | 2010 |
A library for continuous convex separable quadratic knapsack problems A Frangioni, E Gorgone European Journal of Operational Research 229 (1), 37-40, 2013 | 16 | 2013 |
Piecewise linear approximations in nonconvex nonsmooth optimization M Gaudioso, E Gorgone, MF Monaco Numerische Mathematik 113 (1), 73-88, 2009 | 16 | 2009 |
Node-based Lagrangian relaxations for multicommodity capacitated fixed-charge network design MRA Kazemzadeh, T Bektaş, TG Crainic, A Frangioni, B Gendron, ... Discrete Applied Mathematics 308, 255-275, 2022 | 13 | 2022 |
Lagrangian relaxation for the time-dependent combined network design and routing problem D Papadimitriou, B Fortz, E Gorgone 2015 IEEE international conference on communications (ICC), 6030-6036, 2015 | 10 | 2015 |
A Lagrangian heuristic algorithm for the time‐dependent combined network design and routing problem B Fortz, E Gorgone, D Papadimitriou Networks 69 (1), 110-123, 2017 | 8 | 2017 |
Polyhedral separation via difference of convex (DC) programming A Astorino, MD Francesco, M Gaudioso, E Gorgone, B Manca Soft Computing 25, 12605-12613, 2021 | 7 | 2021 |
On the computational efficiency of subgradient methods: a case study in combinatorial optimization A Frangioni, B Gendron, E Gorgone CIRRELT, Centre interuniversitaire de recherche sur les réseaux d'entreprise …, 2015 | 7 | 2015 |
Separation of convex sets by Clarke subdifferential M Gaudioso, E Gorgone, D Pallaschke Optimization 59 (8), 1199-1210, 2010 | 7 | 2010 |
Dynamic smoothness parameter for fast gradient methods A Frangioni, B Gendron, E Gorgone Optimization Letters 12, 43-53, 2018 | 6 | 2018 |
A method for convex minimization based on translated first-order approximations A Astorino, M Gaudioso, E Gorgone Numerical Algorithms 76, 745-760, 2017 | 6 | 2017 |
Ellipsoidal classification via semidefinite programming A Astorino, A Frangioni, E Gorgone, B Manca Operations Research Letters 51 (2), 197-203, 2023 | 3 | 2023 |