Within our research project MONREP (in cooperation with Prof. Konen, TH Cologne), we have developed a new optimization algorithm for high-dimensional, nonlinear, constrained applications. The algorithm is based on so-called response-surface methods for learning the objective function as well as the constraints from evaluations. For benchmark problems as well as [...]