Margarida_rectangle
Margarida Carvalho
Polytechnique Montreal
Local AA-5493
Margarida is a mathematician with a Ph.D. degree in Computer Science from the University of Porto, Portugal, received in 2016. At present time, she holds an IVADO Fellowship at Polytechnique Montréal.

Her most relevant research contributions include computational complexity classification and algorithm design for bilevel programs and non-cooperative integer programming games. Motivated by Machine Learning predictions of a kidney transplant quality, most recently, Margarida started to analyze the social impact of this extra information. In particular, she is investigating the consequences in terms of strategical behaviors by decision makers in Kidney Exchange Programs. This research involves data science, graph theory, game theory (Nash equilibria computation) and integer programming.

Publications

Journal papers

M. Carvalho, X. Klimentova, A. Viana, 2017. Observability of Power Systems with Optimal PMU Placement. https://doi.org/10.1016/j.cor.2017.10.012

Working papers

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

M. Carvalho, X. Klimentova, A. Viana, 2017. Observability of Power Systems with Optimal PMU Placement. DS4DM-2017-010.

M. Carvalho, J. P. Pedroso, C. Telha, M. Van Vyve. Competitive Uncapacitated Lot-Sizing Game, 2017. DS4DM-2017-008.

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

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