(MDR) integrates MI from parents’ and offspring populations, so that the winners of successive tournaments among randomly selected MI in this multiset will completely replace the parents’ population. This will usually produce new populations with most of the high fitness MI, which typically have a large number of copies that can be used in the next generation by the MWM operator.