Documents publiés en "2021"

A

Aardal, K., Lodi, A., Tramontani, A., von Heymann, F., & Wolsey, L. A. (2021). Lattice reformulation cuts. SIAM Journal on Optimization, 31(4), 2539-2557. Lien externe

Anjos, M. F., Emine, Y., Lodi, A., & Sun, Z. (2021). A note on the Lasserre hierarchy for different formulations of the maximum independent set problem. Operations Research Letters, 49(1), 30-34. Lien externe

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Baggio, A., Carvalho, M., Lodi, A., & Tramontani, A. (2021). Multilevel Approaches for the Critical Node Problem. Operations Research, 69(2), 486-508. Lien externe

Bengio, Y., Lodi, A., & Prouvost, A. (2021). Machine learning for combinatorial optimization: A methodological tour d'horizon. European Journal of Operational Research, 290(2), 405-421. Lien externe

Bergman, D., Huang, T., Brooks, P., Lodi, A., & Raghunathan, A. U. (2021). JANOS: An Integrated Predictive and Prescriptive Modeling Framework. INFORMS Journal on Computing, 34(2), 807-816. Lien externe

Bobbio, F., Carvalho, M., Torrico, A., & Lodi, A. (juillet 2021). Optimal capacity expansion in the college admission [Communication écrite]. 31st European Conference on Operational Research (EURO 2021). Non disponible

Bonvin, G., Demassey, S., & Lodi, A. (2021). Pump scheduling in drinking water distribution networks with an LP/NLP-based branch and bound. Optimization and Engineering, 22(3), 1275-1313. Lien externe

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Cappart, Q., Chételat, D., Khalil, E. B., Lodi, A., Morris, C., & Veličković, P. (août 2021). Combinatorial Optimization and Reasoning with Graph Neural Networks [Communication écrite]. 30th International Joint Conference on Artificial Intelligence (IJCAI 2021). Lien externe

Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2021). The Covering-Assignment Problem for Swarm-powered Ad-hoc Clouds: A Distributed 3D Mapping Use-case. IEEE Internet of Things Journal, 8(9), 7316-7332. Lien externe

Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2021). Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds. (Rapport technique n° 2021-09). Lien externe

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Dan, T., Lodi, A., & Marcotte, P. (2021). An exact algorithmic framework for a class of mixed-integer programs with equilibrium constraints. SIAM Journal on Optimization, 31(1), 275-306. Lien externe

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Gmira, M., Gendreau, M., Lodi, A., & Potvin, J.-Y. (2021). Managing in real-time a vehicle routing plan with time-dependent travel times on a road network. Transportation Research Part C: Emerging Technologies, 132, 15 pages. Lien externe

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Larsen, E., Lachapelle, S., Bengio, Y., Frejinger, E., Lacoste-Julien, S., & Lodi, A. (2021). Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information. INFORMS Journal on Computing, 34(1), 227-242. Lien externe

Liu, D., Lodi, A., & Tanneau, M. (2021). Learning chordal extensions. Journal of Global Optimization, 81(1), 3-22. Lien externe

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Morabit, M., Desaulniers, G., & Lodi, A. (2021). Machine-Learning-Based Column Selection for Column Generation. Transportation Science, 55(4), 815-831. Lien externe

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Neal, C., Dagdougui, H., Lodi, A., & Fernandez, J. M. (janvier 2021). Reinforcement Learning Based Penetration Testing of a Microgrid Control Algorithm [Communication écrite]. 11th IEEE Annual Computing and Communication Workshop and Conference (CCWC 2021), Nevada, USA. Lien externe

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Olivier, P., Lodi, A., & Pesant, G. (2021). Measures of balance in combinatorial optimization. 4OR, 20(3), 391-415. Lien externe

Olivier, P., Lodi, A., & Pesant, G. (2021). The Quadratic Multiknapsack Problem with Conflicts and Balance Constraints. INFORMS Journal on Computing, 33(3), 949-962. Lien externe

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Rostami, B., Desaulniers, G., Errico, F., & Lodi, A. (2021). Branch-Price-and-Cut Algorithms for the Vehicle Routing Problem with Stochastic and Correlated Travel Times. Operations Research, 69(2), 436-455. Lien externe

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Sylvain, T., Luck, M., Cohen, J. P., Cardinal, H., Lodi, A., & Bengio, Y. (mars 2021). Exploring the Wasserstein metric for survival analysis [Communication écrite]. AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges and Applications (SPACA 2021), Palo Alto, CA, USA (13 pages). Lien externe

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Tanneau, M., Anjos, M. F., & Lodi, A. (2021). Design and implementation of a modular interior-point solver for linear optimization. Mathematical Programming Computation, 13(3), 509-551. Lien externe

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Zarpellon, G., Jo, J., Lodi, A., & Bengio, Y. (février 2021). Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies [Communication écrite]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Publié dans Proceedings of the ... AAAI Conference on Artificial Intelligence, 35(5). Lien externe