In a previous paper, the authors presented a dual space method for the numerical solution of the two-dimensional inverse scattering problem for acoustic waves in an inhomogeneous medium. Here, by making major modifications to the dual space method, a dramatic improvement in the numerical performance of this method is achieved for solving the inverse scattering problem.