This indicates that, in our experimental conditions, optimization efforts can never reach the global maximum, but it also indicates that searching for less expensive solutions nevertheless might lead (at least) to a local maximum.
if it is true that the goal function is not monotonic, there is no guarantee that the optimal solution actually constitutes the local maximum, i.e.