“…Despite the wide variation in absolute search effort with the choice of algorithm, the scaling of the search effort with respect to system complexity exhibited the same qualitative trends for all algorithms examined. Similarly, in OCT studies from the literature, gradient-based algorithms typically converge in ∼ 100 iterations [2, 9, 17, 39, 41-46, 49, 51, 53-59], while non-gradient simplex and evolutionary searches typically require several hundred iterations [3,13,40]. Importantly, these numbers do not appear strongly dependent on N .…”