The Evolutionary Algorithm to Find Robust Pareto-Optimal Solutions over Time

Table 2

Comparison of the number of robust pareto fronts (NRPFs) on 100 time-varying moments under different .

Functions	Measures
FDA1	NRPFs		70.9	61	50	37.4	35.9	30	33.1	30
			0.3162	0	0	0.5164	0.3162	0	0.7379	0
FDA2	NRPFs		40	19	9	9.4	1	1.8	2	1.6
			0	0	0	1.2649	0	0.4216	0	0.5164
FDA3	NRPFs		83.4	69	64	51.2	45.5	35.5	34.7	30.8
			0.5164	0	0	0.6325	1.5811	0.9718	0.4830	0.6325
FDA4	NRPFs		79	69.5	56	42.4	36.1	33.4	28.9	29.9
			0	1.5811	0	1.2649	1.4491	1.3499	0.3162	0.3162
FDA5	NRPFs		90	90	70	58.5	50	61.7	45	35
			0	0	0	1.0801	0	0.4830	0	0
DMOP1	NRPFs		24.8	5.9	6	1	1	1	1	1
			0.6325	1.4491	0	0	0	0	0	0
DMOP2	NRPFs		76.4	68	54.5	39.3	32.3	32.8	29.2	28
			1.2649	0	0.7071	1.1595	0.9487	0.6325	0.7888	0
DMOP3	NRPFs		90	89.6	84.6	78.8	80	80	80	79.8
			0	0.5164	0.6992	1.0328	0	0	0	0.6325