Considering a very simple problem, it is possible to show that the weigthed sum method cannot be successfully applied when the Pareto-optimal set is not convex.
We have a cylindrical container that is defined using two design variables: the radius and the height. We want to find the solution that has the maximum volume (minimum opposite of volume) and the minimum external surface.