Table 4 A comparative analysis of the findings accomplished via employing the NGGO and other investigated optimizers in the present work.
Function | Index | BBO | EPO | SHO | WHO | WCO | FCOA |
|---|---|---|---|---|---|---|---|
F1 | Best | 2.531 | 105.177 | 2.467 | 60.481 | 1.805 | 0.000 |
Mean | 11.347 | 256.514 | 14.046 | 275.607 | 10.464 | 0.000 | |
StD | 8.251 | 182.219 | 9.114 | 150.184 | 6.839 | 0.000 | |
F2 | Best | 3.888 | 6.375 | 3.265 | 4.597 | 4.582 | 4.184 |
Mean | 55.461 | 75.767 | 82.996 | 61.240 | 64.457 | 28.763 | |
StD | 41.053 | 45.241 | 40.406 | 24.205 | 30.361 | 23.856 | |
F3 | Best | 2.639 | 30.520 | 0.009 | 25.570 | 0.009 | 0.008 |
Mean | 12.571 | 36.666 | 0.040 | 32.529 | 0.027 | 0.019 | |
StD | 8.701 | 12.465 | 0.010 | 6.624 | 0.008 | 0.000 | |
F4 | Best | 4.806 | 6.106 | 0.093 | 5.231 | 0.100 | 0.090 |
Mean | 11.162 | 5.755 | 0.293 | 4.021 | 0.251 | 0.220 | |
StD | 2.341 | 1.128 | 0.150 | 0.908 | 0.098 | 0.071 | |
F5 | Best | 0.197 | 3.070 | 0.000 | 1.917 | 0.000 | 0.000 |
Mean | 1.668 | 3.692 | 0.099 | 2.295 | 0.009 | 0.010 | |
StD | 0.811 | 1.348 | 0.000 | 0.902 | 0.000 | 0.000 | |
F6 | Best | 1.877 | 0.134 | 0.000 | 0.066 | 0.000 | 0.000 |
Mean | 1.233 | 0.912 | 0.000 | 0.874 | 0.000 | 1.018 | |
StD | 2.267 | 1.550 | 0.000 | 1.195 | 0.000 | 1.884 | |
F7 | Best | 0.752 | 0.536 | 0.700 | 0.378 | 0.471 | 0.400 |
Mean | 1.650 | 1.558 | 1.313 | 1.112 | 0.882 | 1.522 | |
StD | 0.287 | 0.232 | 0.142 | 0.152 | 0.089 | 0.230 | |
F8 | Best | 8.708 | 11.520 | 9.225 | 9.613 | 7.676 | 3.743 |
Mean | 16.842 | 16.436 | 18.351 | 11.013 | 9.881 | 9.637 | |
StD | 5.989 | 5.100 | 3.263 | 4.115 | 2.404 | 2.658 | |
F9 | Best | 0.115 | 5.725 | 0.000 | 5.286 | 0.000 | 0.000 |
Mean | 1.588 | 35.748 | 0.000 | 19.950 | 0.000 | 0.000 | |
StD | 1.198 | 13.488 | 0.000 | 7.898 | 0.000 | 0.000 | |
F10 | Best | 3.863 | 4.074 | 0.123 | 3.509 | 0.097 | 0.080 |
Mean | 8.588 | 9.633 | 3.640 | 5.617 | 1.870 | 2.625 | |
StD | 7.850 | 6.243 | 6.177 | 4.336 | 4.955 | 4.050 | |
F11 | Best | 0.114 | 0.093 | 0.000 | 0.057 | 0.000 | 0.000 |
Mean | 0.429 | 0.112 | 0.010 | 0.115 | 0.010 | 0.009 | |
StD | 0.127 | 0.077 | 0.000 | 0.064 | 0.000 | 0.000 | |
F12 | Best | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Mean | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | |
StD | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
