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Scaling of run "time" with number of constraints

Expected running time (ERT in number of evaluations as log₁₀ value), divided by dimension for target function value 10^{−6} versus number of constraints. Slanted grid lines indicate quadratic scaling with the dimension. Different symbols correspond to different algorithms given in the legend of f₁ − f₅₄. If the success ratio is < 1/2 and > 0 the symbol is annotated with the number of successes. Light symbols give the maximum number of evaluations from the longest trial divided by dimension. Black stars (if present) indicate a statistically better result compared to all other algorithms with p < 0.01 and Bonferroni correction number of constraints (six).