73 citations · 132 across the 7 of their papers we have counts for
4 papers · 1 filter
A Hierarchical Grouping Algorithm for the Multi-Vehicle Dial-a-Ride Problem
Kelin Luo, Alexandre M. Florio, Syamantak Das +1
Ride-sharing is an essential aspect of modern urban mobility. In this paper, we consider a classical problem in ride-sharing - the Multi-Vehicle Dial-a-Ride Problem (Multi-Vehicle…
Optimal Decision Diagrams for Classification
Alexandre M. Florio, Pedro Martins, Maximilian Schiffer +2
Decision diagrams for classification have some notable advantages over decision trees, as their internal connections can be determined at training time and their width is not bound…
Solving Large-Scale Dynamic Vehicle Routing Problems with Stochastic Requests
Jian Zhang, Kelin Luo, Alexandre M. Florio +1
Dynamic vehicle routing problems (DVRPs) arise in several applications such as technician routing, meal delivery, and parcel shipping. We consider the DVRP with stochastic customer…
Vehicle Routing with Stochastic Demands and Partial Reoptimization
Alexandre M. Florio, Dominique Feillet, Marcus Poggi +1
We consider the vehicle routing problem with stochastic demands (VRPSD), a problem in which customer demands are known in distribution at the route planning stage and revealed duri…