The purpose of this thesis is to give a method for approximating the Hausdorff dimension of certain Julia sets. This is done by approximating a Julia set with a set generated by a graph with contraction factors as weights on the edges. The graph chosen determines a matrix. We then find bounds on the Hausdorff dimension of the Julia via a spectral radius calculation.