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Table 4:
Regression coefficients for scalability of evaluations on through benchmarks. is the regression coefficient where is the fraction of continuous variables in the problem.
Scalability Coefficient
Population Scheme
F1 Optimal Population-Size 1.5 1.5 1.8 2.0 1.9 
 Parameter Free 1.5 1.6 1.8 2.2 1.9 
F2 Optimal Population-Size 1.5 1.6 1.8 1.9 1.9 
 Parameter Free 1.4 1.7 2.0 2.0 1.9 
F3 Optimal Population-Size 1.4 1.7 1.8 1.9 1.9 
 Parameter Free 1.7 1.6 1.9 1.9 1.8 
F4 Optimal Population-Size 1.6 1.8 2.4 2.2 1.9 
 Parameter Free 1.6 1.7 2.5 2.6 2.0 
Scalability Coefficient
Population Scheme
F1 Optimal Population-Size 1.5 1.5 1.8 2.0 1.9 
 Parameter Free 1.5 1.6 1.8 2.2 1.9 
F2 Optimal Population-Size 1.5 1.6 1.8 1.9 1.9 
 Parameter Free 1.4 1.7 2.0 2.0 1.9 
F3 Optimal Population-Size 1.4 1.7 1.8 1.9 1.9 
 Parameter Free 1.7 1.6 1.9 1.9 1.8 
F4 Optimal Population-Size 1.6 1.8 2.4 2.2 1.9 
 Parameter Free 1.6 1.7 2.5 2.6 2.0 
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