We finally introduce the hypervolume (HV), defined as the measure of the region (grey area in Fig. , top left) dominated by all non-dominated points in the objective space and bounded by the reference point (orange star). HV can be used to quantify the quality of a solution set, both in terms of closeness to the PF and diversity of the non-dominated solutions.