Evaluating Multiobjective Evolutionary Algorithms Using MCDM Methods

Table 4

Normalized decision matrix of five performance metrics.

	NSGAII	PAES	SPEA2	MOEAD	MOPSO	SMPSO
GD	0.0465	0.9939	0.0355	0.0885	0.0163	0.0240
IGD	0.0731	0.9864	0.0586	0.0958	0.0780	0.0553
MPFE	0.0330	0.9981	0.0371	0.0254	0.0049	0.0239
Spacing	0.1969	0.9115	0.0929	0.2960	0.1802	0.0410
Hypervolume	0.4131	0.3805	0.4150	0.4112	0.4137	0.4150