Dynamic optimiser design currently assumes that diversity is a desirable property towards achieving adaptability, as a population-based optimiser contains an implicit memory. This paper examines the applicability of this assumption. Population-based algorithms of different size are tested against optimisers using a single solution. Results presented here suggest that this view is somewhat simpl...