For each optimization method, we conduct 30 repetitions for statistical analysis. Given that the goal of our study is to assess the performance of the algorithms on case studies where only a small number of experiments/simulations can be done due to time and resource constraints, we cap the maximum number of experiments at 50 within each repetition.