Table 5 FRT values of all algorithms for 23 benchmark functions.
RCOA | MPA | MRFO | CrSA | PSO | JAYA | SCA | GWO | |
|---|---|---|---|---|---|---|---|---|
F1 | 1 | 2 | 3.8 | 5.2 | 7 | 8 | 5.8 | 3.2 |
F2 | 1 | 2 | 4 | 6 | 7 | 8 | 5 | 3 |
F3 | 1 | 3 | 2 | 5 | 7 | 8 | 6 | 4 |
F4 | 1 | 2.2 | 2.8 | 5 | 7 | 8 | 6 | 4 |
F5 | 1 | 3.2 | 3.8 | 5 | 7 | 8 | 6 | 2 |
F6 | 1 | 5 | 3.2 | 3 | 7 | 8 | 6 | 2.8 |
F7 | 1.2 | 3.6 | 1.8 | 5.2 | 7 | 8 | 5.8 | 3.4 |
F8 | 1 | 5 | 5.6 | 2.8 | 2.2 | 8 | 7 | 4.4 |
F9 | 1.5 | 4.4 | 1.5 | 6.6 | 6.4 | 8 | 4.4 | 3.2 |
F10 | 1 | 2 | 4 | 5.2 | 7.2 | 7.2 | 6.4 | 3 |
F11 | 2 | 3.2 | 2.3 | 5.2 | 7 | 8 | 5.8 | 2.5 |
F12 | 1 | 3.8 | 3.2 | 5.4 | 7 | 8 | 5.6 | 2 |
F13 | 1 | 4.8 | 3.8 | 2 | 6.6 | 8 | 6.4 | 3.4 |
F14 | 1.8 | 6.8 | 3 | 1.8 | 5.8 | 6.2 | 4.2 | 6.4 |
F15 | 1.6 | 4.6 | 2.8 | 5.4 | 5.6 | 6.4 | 4.4 | 5.2 |
F16 | 2 | 5.2 | 5.6 | 4.6 | 1 | 8 | 6.6 | 3 |
F17 | 3.2 | 5 | 6 | 2.8 | 1 | 7.2 | 7.2 | 3.6 |
F18 | 2 | 3.6 | 6 | 3.8 | 1 | 8 | 6.2 | 5.4 |
F19 | 5 | 2.8 | 4.4 | 1.6 | 3.2 | 8 | 6.8 | 4.2 |
F20 | 4.8 | 3.2 | 3.6 | 3.6 | 4 | 8 | 7 | 1.8 |
F21 | 5.2 | 2.8 | 3 | 3.6 | 4.8 | 7.8 | 7 | 1.8 |
F22 | 2.2 | 3.4 | 5.2 | 2.4 | 4 | 7.8 | 7 | 4 |
F23 | 2 | 5.4 | 4 | 2.8 | 4.2 | 8 | 6.6 | 3 |
AFRT | 1.935 | 3.783 | 3.713 | 4.087 | 5.217 | 7.765 | 6.052 | 3.448 |
R | 1 | 4 | 3 | 5 | 6 | 8 | 7 | 2 |