Yassine Yaakoubi
BackPublications
Cahiers du GERAD
Feb 2022
G-2022-03
Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes
Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes
Yassine Yaakoubi and Roussos Dimitrakopoulos
The simultaneous stochastic optimization of mining complexes (SSOMC) is a large-scale stochastic combinatorial optimization problem that simultaneously manag...
BibTeX reference
Dec 2020
G-2020-71
An improved integral column generation algorithm using machine learning for aircrew pairing
An improved integral column generation algorithm using machine learning for aircrew pairing
The crew pairing problem (CPP) is solved in the first step of the crew scheduling process. It consists of creating a set of pairings (sequence of flights, co...
BibTeX reference
Feb 2020
The crew pairing problem is generally modelled as a set partitioning problem where the flights have to be partitioned in pairings. A pairing is a sequence of...
BibTeX reference
Apr 2019
We present a case study of using machine learning classification algorithms to initialize a large scale commercial operations research solver (GENCOL) in the...
BibTeX referenceArticles
Nov 2021
Adil Tahir, Frédéric Quesnel, Guy Desaulniers, Issmail El Hallaoui, and Yassine Yaakoubi
Transportation Science, 55(6), 1411–1429, 2021
BibTeX reference
Dec 2020
Yassine Yaakoubi, François Soumis, and Simon Lacoste-Julien
EURO Journal on Transportation and Logistics, 9(4), page 100020, 2020
BibTeX reference
Proceedings
Feb 2022
Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes
Yassine Yaakoubi and Roussos Dimitrakopoulos
AAAI-22 Workshop on Machine Learning for Operations Research (ML4OR), 1–8, 2022
BibTeX reference