A Comparative Analysis of NSGA-II and NSGA-III for Autoscaling Parameter Sweep Experiments in the Cloud

Table 4

Parameter setting considered for NSGA-II regarding each application and size.

Application	Size	Eval.	Pop.		Dc		Dm	HV
Plate3D	30	18400	116	0.88	18.9	0.55	10.8	0.87
	100	18400	116	0.88	18.9	0.55	10.8	0.90
	300	18400	172	0.89	13.3	0.57	12.7	0.90
Cruciform	30	18400	116	0.88	18.9	0.55	10.8	0.38
	100	18400	136	0.88	18.9	0.55	10.8	0.57
	300	18400	116	0.88	18.9	0.55	10.8	0.68
Ensemble	60	18400	116	0.88	18.9	0.55	10.8	0.72
	200	18400	116	0.88	18.9	0.55	10.8	0.79
	600	18400	116	0.88	18.9	0.55	10.8	0.80