Andrea Lodi : Publications : GERAD

Fabio Furini, Emiliano Traversi, Pietro Belotti, Antonio Frangioni, Ambros Gleixner, Nick Gould, Leo Liberti, Andrea Lodi, Ruth Misener, Hans Mittelmann, Nikolaus V. Sahinidis, Stefan Vigerske, and Angelika Wiegele

Mathematical Programming Computation, 11, 237–265, 2019 BibTeX reference

Apr 2019

Solving quadratic programming by cutting planes

Pierre Bonami, Andrea Lodi, Jonas Schweiger, and Andrea Tramontani

SIAM Journal on Control and Optimization, 29(2), 1076–1105, 2019 BibTeX reference

Mar 2019

Ten years of feasibility pump, and counting

Timo Berthold, Andrea Lodi, and Domenico Salvagnin

EURO Journal on Computational Optimization, 7(1), 1–14, 2019 BibTeX reference

Jan 2019

A decentralized framework for the optimal coordination of distributed energy resources

Miguel F. Anjos, Andrea Lodi, and Mathieu Tanneau

IEEE Transactions on Power Systems, 34(1), 349–359, 2019 BibTeX reference

Aug 2018

Scheduling M2M traffic over LTE uplink of a dense small cell network

M Danilo Abrignani, Lorenza Giupponi, Andrea Lodi, and Roberto Verdone

EURASIP Journal on Wireless Communications and Networking, 2018(193), 1–21, 2018 BibTeX reference

Jul 2018

Experiments on virtual private network design with concave capacity costs

Andrea Lodi and Ahmad Moradi

Optimization Letters, 12(5), 945–957, 2018 BibTeX reference

Mar 2018

A polynomial algorithm for a continuous bilevel knapsack problem

Margarida Carvalho, Andrea Lodi, and Patrice Marcotte

Operations Research Letters, 46(2), 185–188, 2018 BibTeX reference

Mar 2018

Exact solutions for the carrier-vehicle traveling salesman problem

Claudio Gambella, Andrea Lodi, and Daniele Vigo

Transportation Science, 52(2), 320–330, 2018 BibTeX reference

Nov 2017

Integral simplex using decomposition with primal cutting planes

Samuel Rosat, Issmail El Hallaoui, François Soumis, and Andrea Lodi

Mathematical Programming, Serie A, 166(1-2), 327–367, 2017 BibTeX reference

Jul 2017

On learning and branching: A survey

Andrea Lodi and Giulia Zarpellon

TOP, 25(2), 207–236, 2017 BibTeX reference

Jul 2017

Rejoinder on: On learning and branching: a survey

Andrea Lodi and Giulia Zarpellon

TOP, 25(2), 247–248, 2017 BibTeX reference

Mar 2017

Les données au service du savoir

Yoshua Bengio and Andrea Lodi

Gestion, 42(1), 68–70, 2017 BibTeX reference

Mar 2017

Special issue on: Nonlinear and combinatorial methods for energy optimization

Claudia D'Ambrosio, Antonio Frangioni, Andrea Lodi, and Martin Mevissen

EURO Journal on Computational Optimization, 5(1-2), 1–3, 2017 BibTeX reference

Jan 2017

Nash equilibria in the two-player kidney exchange game

Margarida Carvalho, Andrea Lodi, João Pedro Pedroso, and Ana Viana

Mathematical Programming, 161(1), 389–417, 2017 BibTeX reference

Jan 2017

Partial enumeration algorithms for two-dimensional bin packing problem with guillotine constraints

Andrea Lodi, Michele Monaci, and Enrico Pietrobuoni

Discrete Applied Mathematics, 217(Part 1), 40–47, 2017 BibTeX reference

Dec 2016

On handling indicator constraints in mixed integer programming

Pietro Belotti, Pierre Bonami, Matteo Fischetti, Andrea Lodi, Michele Monaci, and Amaya Nogales-Gómez

Computational Optimization and Applications, 545–566, 2016 BibTeX reference

Nov 2016

Preface

Luis Gouveia, Andrea Lodi, and A. Ridha Mahjoub

Discrete Optimization, 22(Part A), 1–5, 2016 BibTeX reference

Oct 2016

Needs forecast and fund allocation of medical specialty positions in Emilia-Romagna (Italy) by system dynamics and integer programming

Andrea Lodi, Paolo Tubertini, Roberto Grilli, Angelina Mazzocchetti, Corrado Ruozi, and Francesca Senese

Health Systems, 5(3), 213–236, 2016 BibTeX reference

May 2016

Single-commodity robust network design with finite and Hose demand sets

Valentina Cacchiani, Michael Jünger, Frauke Liers, Andrea Lodi, and Daniel R. Schmidt

Mathematical Programming, 157(1), 297–342, 2016 BibTeX reference

Apr 2016

Bilevel knapsack with interdiction constraints

Alberto Caprara, Margarida Carvalho, Andrea Lodi, and Gerhard J. Woeginger

INFORMS Journal on Computing, 28(2), 319–333, 2016 BibTeX reference

Apr 2016

Design and control of public-service contracts and an application to public transportation systems

Andrea Lodi, Enrico Malaguti, Nicolás Stier-Moses, and Tommaso Bonino

Management Science, 62(4), 1165–1187, 2016 BibTeX reference

Mar 2016

Improving branch-and-cut performance by random sampling

Matteo Fischetti, Andrea Lodi, Michele Monaci, Domenico Salvagnin, and Andrea Tramontani

Mathematical Programming Computation, 8(1), 113–132, 2016 BibTeX reference

Jan 2016

Emergency department management in Lazio, Italy

Gianmaria Leo, Andrea Lodi, Paolo Tubertini, and Mirko Di Martino

Omega, 58, 128–138, 2016 BibTeX reference

Aug 2015

Erratum to “Mathematical programming techniques in water network optimization” [Eur. J. Oper. Res. 243 (2015) 774–788]

Claudia D'Ambrosio, Andrea Lodi, Sven Wiese, and Cristiana Bragalli

European Journal of Operational Research, 245(1), page 338, 2015 BibTeX reference

Jul 2015

Virtual private network design over the first Chvátal closure

Ahmad Moradi, Andrea Lodi, and S. Mehdi Hashemi

RAIRO-Operations Research, 49(3), 569–588, 2015 BibTeX reference

Jun 2015

Mathematical programming techniques in water network optimization

Claudia D'Ambrosio, Andrea Lodi, Sven Wiese, and Cristiana Bragalli

European Journal of Operational Research, 243(3), 774–788, 2015 BibTeX reference

Jun 2015

On mathematical programming with indicator constraints

Pierre Bonami, Andrea Lodi, Andrea Tramontani, and Sven Wiese

Mathematical Programming, 151(1), 191–223, 2015 BibTeX reference

May 2019

Integer programming and combinatorial optimization

Andrea Lodi and Viswanath Nagarajan

Lecture Notes in Computer Science, vol. 11480, 454 pages, 2019 BibTeX reference

Apr 2020

Adverse event prediction by telemonitoring and deep learning

Antoine Prouvost, Andrea Lodi, Louis-Martin Rousseau, and Jonathan Vallée

V. Bélanger et al. (eds.), Health Care Systems Engineering. HCSE 2019, Springer Proceedings in Mathematics & Statistics, vol. 316, Springer, Cham, 205–215, 2020 BibTeX reference

Jan 2016

Pre-operative activities and operating theater planning in Emilia-Romagna, Italy

Andrea Lodi and Paolo Tubertini

K. Fujisawa, Y. Shinano, H. Waki (eds), Optimization in the Real World, vol. 13, Springer, Tokyo, 115–137, 2016 BibTeX reference

Sep 2020

A learning-based algorithm to quickly compute good primal solutions for stochastic integer programs

Yoshua Bengio, Emma Frejinger, Andrea Lodi, Rahul Patel, and Sriram Sankaranarayanan

CPAIOR 2020, 2020 BibTeX reference

Apr 2020

On generalized surrogate duality in mixed-integer nonlinear programming

Benjamin Müller, Gonzalo Munoz, Maxime Gasse, Ambros Gleixner, Andrea Lodi, and Felipe Serrano

Integer Programming and Combinatorial Optimization. IPCO 2020, Lecture Notes in Computer Science, vol. 12125, Springer, Cham, 322–337, 2020 BibTeX reference

Feb 2020

Activation adaptation in neural networks

Farnoush Farhadi, Vahid Partovi Nia, and Andrea Lodi

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, Valletta, Malta, 249–257, 2020 BibTeX reference

Dec 2019

Exact combinatorial optimization with graph convolutional neural networks

Maxime Gasse, Didier Chételat, Nicola Ferroni, Laurent Charlin, and Andrea Lodi

Advances in Neural Information Processing Systems 32 (NIPS 2019), Vancouver, Canada, 15554–15566, 2019 BibTeX reference

Jul 2019

Activation Adaptation in Neural Networks

Farnoush Farhadi, Vahid Partovi Nia, and Andrea Lodi

Proceedings of the Joint Statistical Meeting, Denver, USA, 1624–1637, 2019 BibTeX reference

Jun 2019

Learning MILP resolution outcomes before reaching time-limit

Martina Fischetti, Andrea Lodi, and Giulia Zarpellon

Integration of Constraint Programming, Artificial Intelligence, and Operations Research. CPAIOR 2019, Lecture Notes in Computer Science, vol. 11494, Springer, Cham, 275–291, 2019 BibTeX reference

Jun 2019

Using cost-based solution densities from TSP relaxations to solve routing problems

Pierre Coste, Andrea Lodi, and Gilles Pesant

Integration of Constraint Programming, Artificial Intelligence, and Operations Research. CPAIOR 2019, Lecture Notes in Computer Science, vol. 11494, Springer, Cham, Thessaloniki, Greece, 182–191, 2019 BibTeX reference

Jul 2018

Learning to rank for censored survival data

Margaux Luck, Tristan Sylvain, Joseph Paul Cohen, Heloise Cardinal, Andrea Lodi, and Yoshua Bengio

Joint ICML and IJCAI Workshop on Computational Biology 2018, Stockholm, Sweden, 2018 BibTeX reference

Jun 2018

A comparison of optimization methods for multi-objective constrained bin packing problems

Philippe Olivier, Andrea Lodi, and Gilles Pesant

Integration of Constraint Programming, Artificial Intelligence, and Operations Research. CPAIOR 2018, Lecture Notes in Computer Science, vol. 10848, Springer, Cham, 462–476, 2018 BibTeX reference

Jun 2018

Learning a classification of mixed-integer quadratic programming problems

Pierre Bonami, Andrea Lodi, and Giulia Zarpellon

Integration of Constraint Programming, Artificial Intelligence, and Operations Research. CPAIOR 2018, Lecture Notes in Control and Information Sciences, vol. 10848, Springer, Cham, 595–604, 2018 BibTeX reference

Feb 2018

Existence of Nash equilibria on integer programming games

Margarida Carvalho, Andrea Lodi, and João Pedro Pedroso

Operational Research. APDIO 2017, Springer Proceedings in Mathematics & Statistics, vol. 223, Springer, Cham, 11–23, 2018 BibTeX reference

Oct 2017

Travel speed prediction using machine learning techniques

Maha Gmira, Michel Gendreau, Andrea Lodi, and Jean-Yves Potvin

ITS World Congress, Montréal, Canada, 10 pages, 2017 BibTeX reference

May 2017

Cutting planes from wide split disjunctions

Pierre Bonami, Andrea Lodi, Andrea Tramontani, and Sven Wiese

Integer Programming and Combinatorial Optimization. IPCO 2017, Lecture Notes in Computer Science, vol 10328, Springer, Cham, 99–110, 2017 BibTeX reference

Aug 2015

Scheduling M2M traffic over LTE uplink of a dense small cells network

M Danilo Abrignani, Lorenza Giupponi, Andrea Lodi, and Roberto Verdone

2015 International Symposium on Wireless Communication Systems (ISWCS), Bruxelles, Belgique, 760–764, 2015 BibTeX reference

Jul 2014

Integral simplex using decomposition with primal cuts

Samuel Rosat, Issmail El Hallaoui, François Soumis, and Andrea Lodi

Experimental Algorithms, Lecture Notes in Computer Science, 8504, Springer International Publishing, 22–33, 2014 BibTeX reference

Jun 2014

Integral simplex using decomposition with primal cutting planes

Samuel Rosat, Issmail El Hallaoui, François Soumis, and Andrea Lodi

Experimental Algorithms, 13th International Symposium, SEA 2014, Copenhagen, Denmark, June 29 – July 1, 2014. Proceedings, Lectures Notes in Computer Science, 8504, 22–33, 2014 BibTeX reference

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Andrea Lodi

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