Fig. 1

Rankings of the algorithms based on their combined performance on our multi-objective test case. Top: Ranking based on the final error after 10,000 model evaluations. Bottom: Ranking based on the area under the error curve (convergence speed). Lower scores indicate better performance. Red bars are for multi-objective algorithms, blue bars for single-objective algorithms