Optimal blind sampling strategy for minimum zone roundness evaluation by metaheuristics

► An estimate of the neighborhood of the centroid containing the minimum zone center. ► Computation experiments with genetic algorithm to assess accuracy and computation time. ► Optimal sampling is a compromise between number of sample points and search-space size. ► Conclusions not manufacturing signature-specific and for whole metaheuristics class.