4 papers
Real-Time Design of Public Transport Lines: Reconciling Adaptivity and Efficiency
Duo Wang, Andrea Araldo, Mounim El-Yacoubi
Demand-responsive transport (DRT) is typically routed by solving Dynamic Vehicle Routing Problems (DVRPs), where individual vehicle trajectories are adjusted on incoming requests.…
Public Transport Network Design for Equality of Accessibility via Message Passing Neural Networks and Reinforcement Learning
Duo Wang, Maximilien Chau, Andrea Araldo
Designing Public Transport (PT) networks able to satisfy mobility needs of people is essential to reduce the number of individual vehicles on the road, and thus pollution and conge…
Online design of dynamic networks
Duo Wang, Andrea Araldo, Mounim El Yacoubi
Designing a network (e.g., a telecommunication or transport network) is mainly done offline, in a planning phase, prior to the operation of the network. On the other hand, a massiv…
AccEq-DRT: Planning Demand-Responsive Transit to reduce inequality of accessibility
Duo Wang, Andrea Araldo, Mounim A. El Yacoubi
Accessibility measures how well a location is connected to surrounding opportunities. We focus on accessibility provided by Public Transit (PT). There is an evident inequality in t…