Andrea Lodi
Andrea Lodi
Cornell Tech and Technion -- IIT
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Cited by
Cited by
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
Two-dimensional packing problems: A survey
A Lodi, S Martello, M Monaci
European journal of operational research 141 (2), 241-252, 2002
Local branching
M Fischetti, A Lodi
Mathematical programming 98, 23-47, 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
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
The feasibility pump
M Fischetti, F Glover, A Lodi
Mathematical Programming 104, 91-104, 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
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
Recent advances on two-dimensional bin packing problems
A Lodi, S Martello, D Vigo
Discrete Applied Mathematics 123 (1-3), 379-396, 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
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
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
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
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
On learning and branching: a survey
A Lodi, G Zarpellon
Top 25, 207-236, 2017
Cost-based domain filtering
F Focacci, A Lodi, M Milano
Principles and Practice of Constraint Programming–CP’99: 5th International …, 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
Mixed integer programming computation
A Lodi
50 Years of Integer Programming 1958-2008: From the Early Years to the State …, 2010
A hybrid exact algorithm for the TSPTW
F Focacci, A Lodi, M Milano
INFORMS journal on Computing 14 (4), 403-417, 2002
A feasibility pump heuristic for general mixed-integer problems
L Bertacco, M Fischetti, A Lodi
Discrete Optimization 4 (1), 63-76, 2007
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