representing continuous optimization variables by uniform distributions without variable interactions, variance based sensitivity analysis quantifies the contribution of the optimization variables for a possible improvement of the model responses. in contrast to local derivative based sensitivity methods, the variance based approach quantifies the contribution with respect to the defined variable ranges.