We prove that for bounded open sets Omega with continuous boundary, Sobolev spaces of type W-0(1,p)(Omega) are characterized by the zero extension outside of Omega. Combining this with a compactness result for domains of class C, we obtain a general existence theorem for shape optimization problems governed by nonlinear nonhomogenous Dirichlet boundary value problems of arbitrary order, in arbitrary dimension and with general cost functionals.