Desaulniers, Guy
- Machine-learning-based arc selection for constrained shortest path problems in column generation
2022/01/07 by Mouad Morabit, Guy Desaulniers, Morabit, Mouad +3 · 4 citations
Engineering · Social Sciences · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Transportation Planning and Optimization #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods
- Learning to repeatedly solve routing problems
2022/12/15 by Morabit, Mouad, Desaulniers, Guy, Lodi, Andrea · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Explainable prediction of Qcodes for NOTAMs using column generation
2022/08/09 by Krunal Kishor Patel, Patel, Krunal Kishor, Guy Desaulniers +5 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Maritime Navigation and Safety #Optimization and Control (math.OC)