Andrea Lodi

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Silvano MartelloProfessor of Operations Research, University of BolognaVerified email at unibo.it
Matteo FischettiUniversity of PadovaVerified email at unipd.it
Claudia D'AmbrosioCNRS researcher, LIX Ecole PolytechniqueVerified email at lix.polytechnique.fr
Michele MonaciProfessor of Operations Research, Università di BolognaVerified email at unibo.it
Daniele VigoProfessor, University of BolognaVerified email at unibo.it
Pierre BonamiGurobiVerified email at gurobi.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Michela MilanoProfessor of Intelligent SystemsVerified email at unibo.it
Margarida CarvalhoDIRO, Université de MontréalVerified email at iro.umontreal.ca
Filippo FocacciDecisionBrainVerified email at decisionbrain.com
Paolo TothUniversità di BolognaVerified email at unibo.it
Antonio FrangioniDipartimento di Informatica, Università di PisaVerified email at di.unipi.it
Jon LeeG. Lawton and Louise G. Johnson Professor of Engineering, University of MichiganVerified email at umich.edu
Alberto CapraraUniversita' di BolognaVerified email at unibo.it
Guy Desaulniersprofesseur, département de mathématiques et génie industriel, École PolytechniqueVerified email at polymtl.ca
Domenico SalvagninUniversità degli Studi di PadovaVerified email at dei.unipd.it
Ted RalphsProfessor of Industrial Engineering, Lehigh UniversityVerified email at lehigh.edu
Ambros GleixnerDepartment Optimization, Zuse Institute BerlinVerified email at zib.de
gerard cornuejolsProfessor of Operations ResearchVerified email at andrew.cmu.edu
Alberto BorghettiUniversity of Bologna - ItalyVerified email at unibo.it

Andrea Lodi

Cornell Tech and Technion -- IIT

Verified email at cornell.edu - Homepage

Applied Mathematics Integer Programming Mathematical Optimization Data Science


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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	1591	2021
Two-dimensional packing problems: A survey A Lodi, S Martello, M Monaci European journal of operational research 141 (2), 241-252, 2002	1216	2002
Local branching M Fischetti, A Lodi Mathematical programming 98, 23-47, 2003	1198	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	1141	2008
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	532	2019
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	531	2011
The feasibility pump M Fischetti, F Glover, A Lodi Mathematical Programming 104, 91-104, 2005	526	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	511	1999
Recent advances on two-dimensional bin packing problems A Lodi, S Martello, D Vigo Discrete Applied Mathematics 123 (1-3), 379-396, 2002	483	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	428	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	384	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	282	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	255	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	254	2012
On learning and branching: a survey A Lodi, G Zarpellon Top 25, 207-236, 2017	239	2017
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	229	2014
Cost-based domain filtering F Focacci, A Lodi, M Milano Principles and Practice of Constraint Programming–CP’99: 5th International …, 1999	221	1999
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	197	2002
A feasibility pump heuristic for general mixed-integer problems L Bertacco, M Fischetti, A Lodi Discrete Optimization 4 (1), 63-76, 2007	194	2007

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