Abstract
In this thesis a freeway traffic control problem is addressed and solved. The control problem consists of designing an optimal policy for the variable speed signs of the Dutch motorway control and signalling system. The aim is to reduce the instabilities of traffic flow that occur if demand is high, and thereby to reduce the probability of congestion and increase safety.