-Based Multi/Many-Objective Particle Swarm Optimization

Table 8

Comparison of the hypervolume’s average obtained by MOMBI-II and -MOPSO for the DTLZ4 test problem with different number of objectives ().

	SMS-EMOA	MOMBI-II	-MOPSO
4	15.110649 (+)	15.221809 (+)	15.480663
5	31.489328 (+)	31.531203 (+)	31.580678
6	63.465142 (+)	63.530765 (+)	63.599144
7	127.641483 (+)	127.642368 (+)	127.678039
8	255.711370 (+)	255.721893 ( )	255.734554
9	511.741231 (+)	511.761209 (+)	511.781234
10	1023.679123 (+)	1023.680125 (+)	1023.691262