-Based Multi/Many-Objective Particle Swarm Optimization

Table 5

Comparison of the hypervolume’s average obtained by MOMBI-II and -MOPSO for the DTLZ1 test problem with different number of objectives ().

	SMS-EMOA	MOMBI-II	-MOPSO
4	15.740759 ( )	15.96795 ( )	15.916804
5	23.495387 (+)	31.678247 ( )	31.647112
6	15.939020 (+)	63.881022 ( )	63.871206
7	37.503944 (+)	126.443144 ( )	127.956645
8	58.822058 (+)	253.535178 (+)	255.534288
9	71.723936 (+)	509.121631 (+)	510.093877
10	388.922373 (+)	1020.781209 (+)	1022.891997