Table 5 Comparing investigation between the recommended IWSO algorithm and the other algorithms.
From: Empowering telecommunication towers employing improved war strategy optimization method
Function | Indicator | AVOA | DMO | TSA | OSA | PIO | IWSO |
|---|---|---|---|---|---|---|---|
F1 | Best | 2.63 | 114.19 | 1.73 | 67.90 | 1.91 | 1.85 |
Mean | 12.81 | 319.34 | 15.84 | 196.33 | 13.07 | 9.02 | |
Std | 12.48 | 153.52 | 9.74 | 106.02 | 8.14 | 11.83 | |
F2 | Best | 7.23 | 3.87 | 5.78 | 2.08 | 5.15 | 0.08 |
Mean | 71.39 | 51.56 | 75.68 | 40.82 | 42.97 | 0.00 | |
Std | 54.70 | 52.31 | 50.07 | 29.89 | 45.80 | 0.33 | |
F3 | Best | 2.63 | 49.18 | 0.02 | 43.04 | 0.01 | 0.01 |
Mean | 11.80 | 40.70 | 0.04 | 23.68 | 0.04 | 0.03 | |
Std | 8.25 | 10.38 | 0.01 | 8.97 | 0.01 | 0.01 | |
F4 | Best | 9.33 | 7.09 | 0.11 | 5.01 | 0.07 | 0.13 |
Mean | 10.63 | 5.35 | 0.27 | 4.67 | 0.17 | 0.25 | |
Std | 2.83 | 1.48 | 0.15 | 0.81 | 0.14 | 0.06 | |
F5 | Best | 0.16 | 3.78 | 0.00 | 2.65 | 0.00 | 0.00 |
Mean | 1.62 | 7.62 | 0.01 | 7.06 | 0.00 | 0.01 | |
Std | 1.40 | 1.93 | 0.00 | 1.89 | 0.00 | 0.00 | |
F6 | Best | 2.28 | 0.15 | 0.00 | 0.13 | 0.00 | 0.00 |
Mean | 1.09 | 0.98 | 0.00 | 0.75 | 0.00 | 0.00 | |
Std | 1.59 | 1.89 | 0.00 | 1.71 | 0.00 | 0.00 | |
F7 | Best | 0.72 | 0.71 | 0.55 | 0.58 | 0.31 | 0.57 |
Mean | 1.74 | 1.11 | 1.51 | 0.71 | 1.32 | 0.89 | |
Std | 0.24 | 0.27 | 0.18 | 0.14 | 0.11 | 0.18 | |
F8 | Best | 13.82 | 8.67 | 9.79 | 7.45 | 8.41 | 9.80 |
Mean | 18.51 | 17.77 | 20.93 | 16.05 | 10.54 | 10.05 | |
Std | 6.65 | 4.25 | 5.49 | 3.27 | 4.68 | 5.45 | |
F9 | Best | 0.16 | 10.05 | 0.00 | 6.03 | 0.00 | 0.00 |
Mean | 2.13 | 35.82 | 0.00 | 34.63 | 0.00 | 0.00 | |
Std | 1.94 | 24.65 | 0.00 | 24.25 | 0.00 | 0.00 | |
F10 | Best | 4.63 | 3.06 | 0.18 | 2.88 | 0.11 | 0.19 |
Mean | 9.58 | 15.83 | 3.44 | 14.54 | 2.72 | 2.26 | |
Std | 6.45 | 9.36 | 6.24 | 5.30 | 5.92 | 4.10 | |
F11 | Best | 0.19 | 0.11 | 0.00 | 0.06 | 0.00 | 0.00 |
Mean | 0.32 | 0.19 | 0.01 | 0.18 | 0.01 | 0.01 | |
Std | 0.14 | 0.08 | 0.00 | 0.06 | 0.00 | 0.00 | |
F12 | Best | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Mean | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
Std | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |