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Table 3:
The problems used in the comparative study along with key properties.
ProblemMLProperties
UF1 30 Complicated Pareto set 0.001 
UF2 30 Complicated Pareto set 0.005 
UF3 30 Complicated Pareto set 0.0008 
UF4 30 Complicated Pareto set 0.005 
UF5 30 Complicated Pareto set, discontinuous 0.000001 
UF6 30 Complicated Pareto set, discontinuous 0.000001 
UF7 30 Complicated Pareto set 0.005 
UF8 30 Complicated Pareto set 0.0045 
UF9 30 Complicated Pareto set, discontinuous 0.008 
UF10 30 Complicated Pareto set 0.001 
UF11 30 DTLZ2 5D rotated 0.2 
UF12 30 DTLZ3 5D rotated 0.2 
UF13 30 WFG1 5D 0.2 
DTLZ1 2–8 M+4 Multimodal, separable 0.01–0.35 
DTLZ2 2–8 M+9 Concave, separable 0.01–0.35 
DTLZ3 2–8 M+9 Multimodal, concave, separable 0.01–0.35 
DTLZ4 2–8 M+9 Concave, separable 0.01–0.35 
DTLZ7 2–8 M+19 Discontinuous, separable 0.01–0.35 
ProblemMLProperties
UF1 30 Complicated Pareto set 0.001 
UF2 30 Complicated Pareto set 0.005 
UF3 30 Complicated Pareto set 0.0008 
UF4 30 Complicated Pareto set 0.005 
UF5 30 Complicated Pareto set, discontinuous 0.000001 
UF6 30 Complicated Pareto set, discontinuous 0.000001 
UF7 30 Complicated Pareto set 0.005 
UF8 30 Complicated Pareto set 0.0045 
UF9 30 Complicated Pareto set, discontinuous 0.008 
UF10 30 Complicated Pareto set 0.001 
UF11 30 DTLZ2 5D rotated 0.2 
UF12 30 DTLZ3 5D rotated 0.2 
UF13 30 WFG1 5D 0.2 
DTLZ1 2–8 M+4 Multimodal, separable 0.01–0.35 
DTLZ2 2–8 M+9 Concave, separable 0.01–0.35 
DTLZ3 2–8 M+9 Multimodal, concave, separable 0.01–0.35 
DTLZ4 2–8 M+9 Concave, separable 0.01–0.35 
DTLZ7 2–8 M+19 Discontinuous, separable 0.01–0.35 
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