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Révision datée du 10 février 2019 à 21:59 par Leonteva (discussion | contributions)

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ZDT1
Pareto Front
FastEMO (1.8s)
ASREA (5.4s)
NSGA2 (8.5s)
NSGA3 (12.0s)
ESPEA (26.5s)
PAES (19.25s)

ZDT2
Pareto Front
FastEMO (1.8s)
ASREA (5.2s)
NSGA2 (8.6s)
NSGA3 (11.8s)
ESPEA (28.5s)
PAES (19.2s)

ZDT3
Pareto Front
FastEMO (0.9s)
ASREA (5.1s)
NSGA2 (8.9s)
NSGA3 (15.8s)
ESPEA (25.6s)
PAES (19.0s)

ZDT4
Pareto Front
FastEMO (0.5s)
ASREA (6.5s)
NSGA2 (8.8s)
NSGA3 (16.0s)
ESPEA (26.2s)
PAES (1.54s)

ZDT6
Pareto Front
FastEMO (1.5s)
ASREA (5.0s)
NSGA2 (8.8s)
NSGA3 (12.2s)
ESPEA (25.7s)
PAES (18.6s)

DTLZ1
Pareto Front
FastEMO (5.6s)
ASREA (18.9s)
NSGA2 (890.8s)
NSGA3 (1138.2s)
ESPEA (>3600s)
PAES (46.5s)

DTLZ2
DTLZ2 Pareto Front
FastEMO (13.1s)
ASREA (29.2s)
NSGA2 (928.4s)
NSGA3 (1369.6s)
ESPEA (>3600s)
PAES (95.2s)

DTLZ3 (50 gen.)
Pareto Front
FastEMO (11.0s)
ASREA (30.4s)
NSGA2 (916.7s)
NSGA3 (1305.2s)
ESPEA (>3600s)
PAES (27.2s)

DTLZ3 (150 gen.)
Pareto Front
FastEMO (25.9s)
ASREA (91.6s)
NSGA2 (2927.6s)
NSGA3 (4050.1s)
ESPEA (>6000s)
PAES (216.5s)

DTLZ4
Pareto Front
FastEMO (11.2s)
ASREA (30.9s)
NSGA2 (546.6s)
NSGA3 (1412.1s)
ESPEA (>3600s)
PAES (28.2s)

DTLZ7
Pareto Front
FastEMO (12.9s)
ASREA (31.7s)
NSGA2 (942.5s)
NSGA3 (1032.5s)
ESPEA (>3600)
PAES (176.6s)

ZDT4 (pop. size = 10000, num. of gen. = 11)
FastEMO with Gaussian mutation
FastEMO with Polynomial mutation

One generation runtime comparison for 6 algorithms on DTLZ2

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