Table 3 Statistical results for benchmark functions
Function | Â | PSO | WOA | TLBO | SOS | MASOS |
|---|---|---|---|---|---|---|
f1 | Mean | 0 | 6.6250e-09 | 0 | 0 | 0 |
SD | 0 | 5.6615e-09 | 0 | 0 | 0 | |
f2 | Mean | -1 | -1 | -1 | -1 | -1 |
SD | 0 | 2.8278e-12 | 0 | 0 | 0 | |
f3 | Mean | 0 | 0 | 0 | 0 | 0 |
SD | 0 | 0 | 0 | 0 | 0 | |
f4 | Mean | 0 | 0 | 0 | 0 | 0 |
SD | 0 | 0 | 0 | 0 | 0 | |
f5 | Mean | 26760.4943 | 1.2591 | 0 | 0 | 0 |
SD | 53853.2696 | 1.3177 | 0 | 0 | 0 | |
f6 | Mean | 2.31158 | 1.2465e-08 | 0.16014 | 0 | 0 |
SD | 5.1792 | 1.0237e-08 | 0.5743 | 0 | 0 | |
f7 | Mean | 28.2474 | 0.02458 | 0.4489 | 0.0286 | 0.03481 |
SD | 37.4861 | 0.01995 | 0.8317 | 0.0319 | 0.04125 | |
f8 | Mean | 120.7342 | 0 | 14.6284 | 0 | 0 |
SD | 28.06463 | 0 | 5.4515 | 0 | 0 | |
f9 | Mean | 14282.0493 | 25.1561 | 8.7151 | 17.2321 | 25.3948 |
SD | 32263.2366 | 0.121 | 1.6621 | 1.6754 | 0.2073 | |
f10 | Mean | 660.0004 | 0 | 0 | 0 | 0 |
SD | 516.2987 | 0 | 0 | 0 | 0 | |
Found best mean | 4 | 6 | 7 | 8 | 8 | |