“…Direct search methods are usually presented for the case of unconstrained optimization. What is not so widely appreciated is that since the time they first appeared in the 1950s and 1960s, they have been adapted in various ways to handle constrained problems [39,54,84,95,122,137,139,152,157,178,194,207,227,245].…”