Dr. Andrea Lodi
Professor, Polytechnique Montréal
Local AA-5507
As Canada Excellence Research Chair in Data Science for Real-Time Decision-Making at Polytechnique Montréal, Dr. Andrea Lodi holds Canada’s main chair in operations research. Dr. Lodi received the PhD in System Engineering from the University of Bologna in 2000 and he has been Herman Goldstine Fellow at the IBM Mathematical Sciences Department, NY in 2005–2006. He is author of more than 80 publications in the top journals of the field of Mathematical Optimization. He serves as Associated Editor for several prestigious journals in the area.



Journal papers

A. Lodi, A. Moradi, 2018. Experiments on Virtual Private Network Design with Concave Capacity Costs. Optimization Letters, 1-13

M. Carvalho, A. Lodi, J.P. Pedroso, 2018. Existence of Nash Equilibria on Integer Programming Games. 223, 11-23

M. Carvalho, A. Lodi, P. Marcotte, 2017. A Polynomial Algorithm for a Continuous Bilevel Knapsack Problem. 46:2, 185-188.

A. Lodi, G. Zarpellon. 2017. On learning and branching: a survey. Volume 25, Issue 2, pp207-236

S. Rosat, I. Elhallaoui, F. Soumis, A. Lodi, 2017. Integral Simplex Using Decomposition with Primal Cutting Planes. Mathematical Programming 166, 1-2, 327-367

F. Furini, E. Traversi, P. Belotti, A. Frangioni, A, Gleixner, N. Gould, A. Lodi, R. Misener, H. Mittelmann, N. V. Sahinidis, S. Vigerske, A. Wiegele, 2017. QPLIB: A Library of Quadratic Programming Instances.

P. Belotti, P. Bonami, M. Fischetti, A. Lodi, M. Monaci, A. Nogales-Gomez, D. Salvagnin, 2016. On Handling Indicator Constraints in mixed integer programming. Computational Optimization and Applications, 65 (3), pp 545-566, December 2016. DOI: 10.1007/s10589-016-9847-8

M. Carvalho, A. Lodi, J. P. Pedroso, A. Viana. 2016. Nash equlibria in the two-player kidney exchange game. Mathematical Programming. DOI : 10.1007/s10107-016-1013-7

A. Caprara, M. Carvalho, A. Lodi, G. J. Woeginger. 2016. Bilevel Knapsack with Interdiction Constraints. INFORMS Journal on Computing, Volume 28 Issue 2 Page:319-333

V. Cacchiani, M. Jünger, A. Lodi, D. R. Schmidt, 2016. Single-commodity robust network design with finite and Hose demand sets, Mathematical Programming, May 2016, Volume 157, Issue 1, pp 297-342.

M. Fischetti, A. Lodi, M. Monaci, D. Salvagnin, A. Tramontani, 2016. Improving branch-and-cut performance by random sampling. Mathematical Programming Computation 8 (1), 113-132. doi:10.1007/s12532-015-0096-0

G. Leo, A. Lodi, P. Tubertin, M. Di Martino. 2016. Emergency Department Management in Lazio, Italy. Omega 58, 128-138.

A. Lodi, M. Monaci, E. Pietrobuoni. 2015. Partial enumeration algorithms for Two-Dimensional Bin Packing Problem with guillotine constraints. Discrete Applied Mathematics.

A. Lodi, P. Tubertini, R. Grilli, A. Mazzocchetti, C. Ruozi, F. Senese. 2015.Needs forecast and fund allocation of medical speciality positions in Emilia-Romagna (Italy) by system dynamics and integer programming. Health Systems. DOI : 10.1057/hs.2015.11

A. Lodi, E. Malaguti, N. E. Stier-Moses, T. Bonino. 2015. Design and Control of Public-Service Contracts and an Application to Public Transportation Systems. Management Science. Volume 62, Issue 4, PP: 1165-1187

C. D’Ambrosio, A. Lodi, S. Wiese, C. Bragalli. 2015. Erratum to “Mathematical programming techniques in water network optimization” [Eur. J. Oper. Res. 243 (2015) 774–788]. European Journal of Operational Research 245 (1), 338.

A. Moradi, A. Lodi, M. Hashemi. 2015. Virtual private network design over the first Chvátal closure. RAIRO-Operations Research 49 (3), 569-588.

P. Bonami, A. Lodi, A. Tramontani, S. Wiese, 2015. On mathematical programming with indicator constraints. Mathematical Programming 151 (1), 191-223 DOI: 10.1007/s10107-015-0891-4

Conference papers

M. Gmira, M. Gendreau, A. Lodi, J-Y. Potvin, 2017. Travel Speed Prediction Using Machine Learning Techniques. ITS World Congress 2017 Montreal. October 29 – November 2.

M. D. Abrignani, L. Giupponi, A. Lodi, R. Verdone, 2015. Scheduling M2M traffic over LTE uplink of a dense small cells network. 2015 International Symposium on Wireless Communication Systems (ISWCS), 25-28 Aug. 2015, Brussels. DOI :10.1109/ISWCS.2015.7454453


Book Chapters

A. Lodi, P. Tubertini. 2016. Pre-operative Activities and Operating Theater Planning in Emilia-Romagna, Italy. Optimization in the Real World. Pages 115-137

Working papers

B. Rostami, F. Errico, A. Lodi, 2018. A Convex Reformulation and an Outer Approximation for a Class of Binary Quadratic Program. DS4DM-2018-002

B. Rostami, G. Desaulniers, F. Errico, A. Lodi, 2018. The Vehicle Routing Problem with Stochastic and Correlated Travel Times. DS4DM-2018-001

R. Shen, E. Kendinibilir, I. Ben Ayed, A. Lodi, A. Tramontani, G. Reinelt, 2017. An ILP Solver for Multi-Label MRFS with Connectivity Constraints. DS4DM-2017-016

P. Oliver, G. Pesant, A. Lodi, 2017. A Comparison of Optimization Methods for Multi-Objective Constrained Bin Packing Problems. DS4DM-2017-015

M. Anjos, A. Lodi, M. Tanneau, 2017. A Decentralized Framework for the Optimal Coordination of Distributed Energy Resources DS4DM-2017-014

P. Bonami, A. Lodi, G. Zarpellon, 2017. Learning a Classification of Mixed-Integer Quadratic Programming Problems. DS4DM-2017-013

A. Baggio, M. Carvalho, A. Lodi, A. Tramontani, 2017. Multilevel Approaches for the Critical Node Problem. DS4DM-2017-012

S. D. Jena, Andrea. A.Lodi, H. Palmer, 2017. Partially-Ranked Choice Models for Data-Driven Assortment Optimization. DS4DM-2017-011.

T. Berthold, A. Lodi, D. Salvagnin, 2017. Ten Years of Feasibility Pump, and Counting. DS4DM-2017-009

T. Mai, A. Lodi, 2017. Solving Large-Scale Competitive Facility Location under Random Utility Maximization Models. DS4DM-2017-007.

M. Carvalho, A. Lodi, P. Marcotte, 2017. A Polynomial Algorithm for a Continuous Bilevel Knapsack Problem. DS4DM-2017-006

M. Luck, T. Sylvain, H. Cardinal, A. Lodi, Y. Bengio, 2017. Deep Learning for Patient-Specific Kidney Graft Survival Analysis. DS4DM-2017-005

M. Carvalho, A. Lodi, J. P. Pedroso, 2017. Existence of Nash Equilibria on Integer Programming Games. DS4DM-2017-003

A. Lodi, A. Moradi, 2016. Experiments on Virtual Private Network Design with Concave Capacity Costs. DS4DM-2016-004

P. Bonami, A. Lodi, A. Tramontani, S. Wiese, 2016. Cutting Planes From Wide Spilt Disjunctions. DS4DM-2016-003

P. Bonami, A. Lodi, J. Schweiger and A. Tramontani, 2016. Solving Standard Quadratic Programming by Cutting Planes. DS4DM-2016-001