Derivative free optimization addresses general nonlinear optimization problems in the cases when obtaining derivative information for the objective and/or the constraint functions is impractical due to computational cost or numerical inaccuracies. Applications of derivative free optimization arise often in engineering design such as circuit tuning, aircraft configuration, water pipe calibration...