This project is concerned with the computation of generalized solution spaces for arbitrary nonlinear, high-dimensional and noisy problems. The sought solution space should be of maximal volume and should contain only designs whose cost are below a given threshold. The solution space can thus be used to assess robustness or to identify relevant parameters for the improvement of an insufficient design.