we study the phase transition of the Potts model on diamond-like hierarchical lattices. It is shown that the set of the complex singularities is the Julia set of a rational mapping. An interesting problem is how are these singularities continued to the complex plane.In this paper, by the method of complex dynamics, we give a completely description about the connectivity of the set of the complex singularities.