finally, fig11 give two SQD curves for benchmark function f5, which give the distribution of the solution quality at the maximum number of function evaluations. These SQD curves confirm the stagnation behavior showing that some runs are trapped in sub-optimal solutions,an effect that is most visible in the SQD curves for ABC variants with local search.