  In the following article, we present a novel way to etimate the amounts of
traffic on the Origin-Destination couples (OD couples). This new approach
combines together a routing algorithm based on the principle of the shortest
path and a recent technique of stochastic optimization called Cross-Entropy. In
a final part, we adapt a particular filtering algorithm in order to be able to
dynamically estimate the evolution of the traffic on the OD couples.
