This paper is devoted to the problem of optimal route guidance in intelligent vehicle highway systems to provide travellers with information minimizing the travel time as a kind of advanced traveller information systems. In order to deal with this problem, we first introduce a hybrid network model by incorporating the high-level discrete event model with the low-level flow dynamics model. Based on it, two feasible control policies are proposed employing supervisory control theory and then followed by a comparative simulation study.