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Table 5:
Percentage of savings in computational budget by EvoLS on the benchmark problems, in terms of the number of calls made to the original computational expensive function to arrive at equivalent converged solution quality of the respective algorithms.
AlgorithmEA-GPEA-PREA-RBFEA-perfect
FAckley 74.60 — 66.91 74.91 
FGriewank 74.76 71.75 74.76 — 
FRosenbrock — 50.27 55.20 — 
FRastrigin-SR 49.64 55.31 26.33 25.32 
FWeierstrass-SR 58.57 — 42.28 63.32 
FGrie+Rosen 47.67 45.05 — 44.13 
AlgorithmEA-GPEA-PREA-RBFEA-perfect
FAckley 74.60 — 66.91 74.91 
FGriewank 74.76 71.75 74.76 — 
FRosenbrock — 50.27 55.20 — 
FRastrigin-SR 49.64 55.31 26.33 25.32 
FWeierstrass-SR 58.57 — 42.28 63.32 
FGrie+Rosen 47.67 45.05 — 44.13 
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