Adaptive Weighted Strategy Based Integrated Surrogate Models for Multiobjective Evolutionary Algorithm

Table 6

Results of noisy treatment on the DTLZ problems.

Problems	RBF-EA	GPR-EA	N-Both-EA	Both-EA
DTLZ-2	1.373e − 1 (2.55e − 2)≈	4.8420e − 1 (1.88e − 2)≈	4.3094e − 1 (4.84e − 2)−	1.3094e − 1 (1.84e − 2)
DTLZ-3	4.1185e + 2 (4.05e − 2)−	2.1274e − 1 (1.18e − 1)≈	2.0914e − 1 (1.07e − 2)−	1.5978e − 1 (9.07e − 1)
DTLZ-4	6.7259e − 1 (7.17e − 2)−	1.67 2e − 1 (6.93e − 3)≈	1.8694e − 1 (6.17e − 3)≈	1.7490e − 1 (5.78e − 3)
DTLZ-5	3.5729e − 1 (3.03e − 2)−	3.7002e − 1 (1.28e + 2)−	2.2066e − 1 (1.15e − 2)≈	2.210e − 1 (1.75e − 2)
DTLZ-6	3.5429e − 1 (3.03e − 2)−	3.5002e − 1 (1.28e + 2)−	2.2066e − 1 (1.15e − 2)−	1.2021e − 1 (1.15e − 2)