Matstat seminarium fredagen 9 februari, 2001 Long Paths in the Dynamical Graphs Tatyana Turova, Lund Abstract: We study a Markov process whose states are finite directed multi-graphs. The number of the vertices is described by a supercritical branching process, and the edges follow a certain mean-field dynamics determined by the rates of appending and deleting. We find the sufficient conditions under which the probability of the giant component in the graph tends to one. A lower bound for the length of this component is also provided.