Table 4 Comparison of the outcomes of the ISS algorithm and the other algorithms.
Function | Index | EISS | WSO | SDO | GO | BOA |
|---|---|---|---|---|---|---|
F1 | Best | 0.72 | 1.91 | 88.24 | 2.67 | 3.28 |
Mean | 7.24 | 12.20 | 230.03 | 10.67 | 16.31 | |
StD | 4.21 | 6.61 | 233.17 | 10.54 | 13.85 | |
F2 | Best | 3.83 | 5.62 | 6.02 | 8.62 | 6.20 |
Mean | 41.39 | 41.28 | 72.47 | 96.94 | 74.08 | |
StD | 19.65 | 20.78 | 57.80 | 43.89 | 35.51 | |
F3 | Best | 0.61 | 1.65 | 34.67 | 2.84 | 1.06 |
Mean | 2.32 | 3.79 | 19.96 | 6.22 | 9.24 | |
StD | 0.01 | 2.70 | 9.28 | 0.01 | 7.88 | |
F4 | Best | 2.74 | 4.97 | 5.23 | 11.98 | 6.06 |
Mean | 6.18 | 18.62 | 14.67 | 14.16 | 6.52 | |
StD | 1.11 | 1.85 | 1.52 | 6.64 | 1.57 | |
F5 | Best | 0.00 | 0.00 | 3.32 | 0.21 | 0.16 |
Mean | 0.01 | 0.01 | 8.48 | 1.69 | 2.36 | |
StD | 0.00 | 0.00 | 0.73 | 1.32 | 2.22 | |
F6 | Best | 0.00 | 0.00 | 0.11 | 1.02 | 2.54 |
Mean | 0.00 | 0.00 | 1.95 | 1.26 | 1.59 | |
StD | 1.02 | 1.36 | 1.03 | 1.62 | 1.33 | |
F7 | Best | 0.34 | 0.52 | 0.72 | 0.60 | 0.38 |
Mean | 0.41 | 1.61 | 1.37 | 0.98 | 1.80 | |
StD | 0.11 | 0.12 | 0.19 | 0.19 | 0.14 | |
F8 | Best | 5.31 | 8.06 | 9.72 | 8.19 | 24.41 |
Mean | 6.59 | 11.02 | 12.78 | 19.20 | 24.91 | |
StD | 2.00 | 3.71 | 7.52 | 4.74 | 3.80 | |
F9 | Best | 0.00 | 0.00 | 17.55 | 0.20 | 0.13 |
Mean | 0.00 | 0.00 | 31.69 | 2.51 | 3.48 | |
StD | 0.00 | 0.00 | 9.55 | 1.85 | 2.88 | |
F10 | Best | 0.22 | 0.32 | 4.15 | 4.41 | 8.13 |
Mean | 4.03 | 7.52 | 15.40 | 21.30 | 8.03 | |
StD | 1.47 | 2.76 | 6.55 | 5.40 | 4.35 | |
F11 | Best | 0.00 | 0.00 | 0.05 | 0.23 | 0.24 |
Mean | 0.01 | 0.01 | 0.13 | 0.48 | 0.60 | |
StD | 0.00 | 0.00 | 0.07 | 0.18 | 0.10 | |
F12 | Best | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Mean | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
StD | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
