Table 7 ASP, ACP, and DER results obtained using PSO and DE algorithms with different selection modes and with different clustering validity indexes (DB and CS indexes). Also, ASP, ACP, and DER results are obtained using TLBO algorithm
| Â | Â | ACP % | ASP % | DER % | |
|---|---|---|---|---|---|
PSO algorithm | Roulette wheel selection | 93.54 | 89.13 | 14.62 | |
Tournament selection | 92.72 | 88.14 | 14.8 | ||
Random selection | 90.37 | 86.16 | 14.4 | ||
DE algorithm | Roulette wheel selection | 91.32 | 87.63 | 14.3 | |
Tournament selection | 91.87 | 88.66 | 14.25 | ||
Random selection | 90.54 | 88.48 | 14.37 | ||
Roulette wheel selection | DB index | 95.35 | 91.35 | 13.87 | |
CD index | 96.88 | 93.40 | 13.72 | ||
TLBO algorithm | Â | 98.63 | 95.65 | 13.27 | |