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

Table 2

Sampling ranges for the parameters of NSGA-III.

Parameter	Description	Sampling range
Evaluations	Maximal number of solutions to be evaluated	[500, 20000]
Population	Number of solutions of the population	[90, 200]
Reference points	Number of reference points	[90, 200]
	Crossover probability	[0.8, 1]
Dc	Crossover distribution index	[0, 60]
	Mutation probability	[0.01, 0.6]
Dm	Mutation distribution index	[0, 60]