Table 6 DER results obtained for GA algorithm with WCD index, using different selection as well as different crossover modes
Crossover/selection type | Roulette wheel selection | Tournament selection | Random selection |
|---|---|---|---|
Uniform crossover | ACP 92.44 ASP 88.73 DER 14.52 | ACP 92.41 ASP 88.53 DER 14.5 | ACP 91.62 ASP 88.98 DER 14.67 |
Single-point crossover | ACP 91 87 ASP 88.66 DER 14.25 | ACP 90.65 ASP 87.63 DER 14.38 | ACP 89.52 ASP 87.14 DER 14.43 |
Double-point crossover | ACP 92.27 ASP 90.26 DER 14.22 | ACP 91.35 ASP 88.87 DER 14.35 | ACP 91.83 ASP 89.43 DER 14.32 |