Pareto Front
FastEMO (1.8s)
ASREA (5.4s)
NSGA2 (8.5s)
NSGA3 (12.0s)
ESPEA (26.5s)
PAES (19.25s)
ASREA (5.2s)
NSGA2 (8.6s)
NSGA3 (11.8s)
ESPEA (28.5s)
PAES (19.2s)
FastEMO (0.9s)
ASREA (5.1s)
NSGA2 (8.9s)
NSGA3 (15.8s)
ESPEA (25.6s)
PAES (19.0s)
FastEMO (0.5s)
ASREA (6.5s)
NSGA2 (8.8s)
NSGA3 (16.0s)
ESPEA (26.2s)
PAES (1.54s)
FastEMO (1.5s)
ASREA (5.0s)
NSGA3 (12.2s)
ESPEA (25.7s)
PAES (18.6s)
FastEMO (5.6s)
ASREA (18.9s)
NSGA2 (890.8s)
NSGA3 (1138.2s)
ESPEA (>3600s)
PAES (46.5s)
DTLZ2 Pareto Front
FastEMO (13.1s)
ASREA (29.2s)
NSGA2 (928.4s)
NSGA3 (1369.6s)
PAES (95.2s)
FastEMO (11.0s)
ASREA (30.4s)
NSGA2 (916.7s)
NSGA3 (1305.2s)
PAES (27.2s)
FastEMO (25.9s)
ASREA (91.6s)
NSGA2 (2927.6s)
NSGA3 (4050.1s)
ESPEA (>6000s)
PAES (216.5s)
FastEMO (11.2s)
ASREA (30.9s)
NSGA2 (546.6s)
NSGA3 (1412.1s)
PAES (28.2s)
FastEMO (12.9s)
ASREA (31.7s)
NSGA2 (942.5s)
NSGA3 (1032.5s)
ESPEA (>3600)
PAES (176.6s)
FastEMO with Gaussian mutation
FastEMO with Polynomial mutation
One generation runtime comparison for 6 algorithms on DTLZ2