Machine learning for combinatorial optimization: a methodological tour d’horizon Y Bengio, A Lodi, A Prouvost European Journal of Operational Research 290 (2), 405-421, 2021 | 1471 | 2021 |
Two-dimensional packing problems: A survey A Lodi, S Martello, M Monaci European journal of operational research 141 (2), 241-252, 2002 | 1206 | 2002 |
Local branching M Fischetti, A Lodi Mathematical programming 98, 23-47, 2003 | 1178 | 2003 |
An algorithmic framework for convex mixed integer nonlinear programs P Bonami, LT Biegler, AR Conn, G Cornuéjols, IE Grossmann, CD Laird, ... Discrete optimization 5 (2), 186-204, 2008 | 1122 | 2008 |
MIPLIB 2010: Mixed integer programming library version 5 T Koch, T Achterberg, E Andersen, O Bastert, T Berthold, RE Bixby, ... Mathematical Programming Computation 3, 103-163, 2011 | 518 | 2011 |
The feasibility pump M Fischetti, F Glover, A Lodi Mathematical Programming 104, 91-104, 2005 | 516 | 2005 |
Heuristic and metaheuristic approaches for a class of two-dimensional bin packing problems A Lodi, S Martello, D Vigo INFORMS journal on computing 11 (4), 345-357, 1999 | 503 | 1999 |
Exact combinatorial optimization with graph convolutional neural networks M Gasse, D Chételat, N Ferroni, L Charlin, A Lodi Advances in neural information processing systems 32, 2019 | 497 | 2019 |
Recent advances on two-dimensional bin packing problems A Lodi, S Martello, D Vigo Discrete Applied Mathematics 123 (1-3), 379-396, 2002 | 470 | 2002 |
An MILP approach for short-term hydro scheduling and unit commitment with head-dependent reservoir A Borghetti, C D'Ambrosio, A Lodi, S Martello IEEE Transactions on power systems 23 (3), 1115-1124, 2008 | 416 | 2008 |
Combinatorial optimization and reasoning with graph neural networks Q Cappart, D Chételat, EB Khalil, A Lodi, C Morris, P Veličković Journal of Machine Learning Research 24 (130), 1-61, 2023 | 339 | 2023 |
Heuristic algorithms for the three-dimensional bin packing problem A Lodi, S Martello, D Vigo European Journal of Operational Research 141 (2), 410-420, 2002 | 274 | 2002 |
Piecewise linear approximation of functions of two variables in MILP models C D’Ambrosio, A Lodi, S Martello Operations Research Letters 38 (1), 39-46, 2010 | 247 | 2010 |
On the optimal design of water distribution networks: a practical MINLP approach C Bragalli, C D’Ambrosio, J Lee, A Lodi, P Toth Optimization and Engineering 13 (2), 219-246, 2012 | 246 | 2012 |
On learning and branching: a survey A Lodi, G Zarpellon Top 25, 207-236, 2017 | 228 | 2017 |
Cost-based domain filtering F Focacci, A Lodi, M Milano Principles and Practice of Constraint Programming–CP’99: 5th International …, 1999 | 220 | 1999 |
Solving mixed-integer quadratic programming problems with IBM-CPLEX: a progress report C Bliek1ú, P Bonami, A Lodi Proceedings of the twenty-sixth RAMP symposium, 16-17, 2014 | 214 | 2014 |
Mixed integer programming computation A Lodi 50 Years of Integer Programming 1958-2008: From the Early Years to the State …, 2010 | 208 | 2010 |
A hybrid exact algorithm for the TSPTW F Focacci, A Lodi, M Milano INFORMS journal on Computing 14 (4), 403-417, 2002 | 196 | 2002 |
A feasibility pump heuristic for general mixed-integer problems L Bertacco, M Fischetti, A Lodi Discrete Optimization 4 (1), 63-76, 2007 | 193 | 2007 |