Table 6.
Comparison of algorithms in terms of ER, SM, and MS metrics for medium size problems.
| Problems |
ER |
SM |
MS |
||||||
|---|---|---|---|---|---|---|---|---|---|
| MOWFA | MOICA | MOSA | MOWFA | MOICA | MOSA | MOWFA | MOICA | MOSA | |
| 16 | 0.31 | 0.52 | 0.75 | 1.54 | 6.81 | 3.93 | 0.52 | 0.30 | 0.16 |
| 17 | 0.17 | 0.57 | 0.80 | 7.14 | 12.30 | 9.00 | 0.78 | 0.52 | 0.38 |
| 18 | 0.04 | 0.42 | 0.66 | 1.38 | 8.51 | 6.46 | 0.94 | 0.72 | 0.58 |
| 19 | 0.11 | 0.42 | 0.66 | 1.64 | 5.06 | 0.11 | 0.83 | 0.60 | 0.48 |
| 20 | 0.06 | 0.73 | 0.96 | 5.69 | 9.36 | 6.86 | 0.60 | 0.34 | 0.21 |
| 21 | 0.11 | 0.27 | 0.48 | 1.87 | 5.74 | 3.42 | 0.68 | 0.46 | 0.36 |
| 22 | 0.18 | 0.68 | 0.89 | 8.36 | 13.32 | 10.20 | 0.73 | 0.50 | 0.38 |
| 23 | 0.21 | 0.68 | 0.92 | 8.36 | 15.51 | 12.92 | 0.99 | 0.73 | 0.61 |
| 24 | 0.18 | 0.63 | 0.83 | 7.50 | 14.52 | 11.05 | 0.58 | 0.35 | 0.24 |
| 25 | 0.35 | 0.26 | 0.48 | 2.35 | 5.65 | 2.63 | 0.93 | 0.65 | 0.54 |
| 26 | 0.21 | 0.33 | 0.54 | 6.94 | 11.93 | 7.08 | 0.82 | 0.52 | 0.40 |
| 27 | 0.38 | 0.41 | 0.66 | 5.67 | 11.30 | 6.54 | 0.69 | 0.42 | 0.31 |
| 28 | 0.26 | 0.57 | 0.81 | 9.76 | 14.84 | 12.68 | 0.60 | 0.36 | 0.23 |
| 29 | 0.38 | 0.29 | 0.52 | 6.84 | 13.13 | 8.91 | 0.71 | 0.46 | 0.33 |
| 30 | 0.10 | 0.61 | 0.83 | 8.20 | 14.34 | 11.54 | 0.74 | 0.53 | 0.40 |
| Average | 0.20 | 0.49 | 0.72 | 5.55 | 10.82 | 7.56 | 0.74 | 0.50 | 0.37 |