Model-Free Control for Real-Time Dynamic Traffic Routing Problems

The aim of real-time Dynamic Trafic Routing (DTR) is to find the time-dependent split variables at the diversion point for routing the incoming traffic flow onto the alternate routes in order to reach a user equilibrium traffic pattern. This paper exploits the recent advances on model-free control and proposes a robust and easy implement able algorithm to deal with the DTR problem in the case of non-recurrent congestions. The provided simulations show the relevance of the developed approach.