Table 6: Experimental results (min, max, mean, standard deviation and rate of success) of function evaluation for FI1-FI7 test problems.
| Function | Algorithm | Min | Max | Mean | St. D | Suc |
| FI1 | RWMPSOg RWMPSOl PSOg PSOl HBDS |
17,160 24,870 14,000 27,400 382 |
74,699 35,265 261,100 35,800 762 |
27,176.3 30,923.9 29,435.3 31,252 712.34 |
8657 2405 42,039 1818 111.12 |
50 50 50 50 50 |
| FI2 | RWMPSOg RWMPSOl PSOg PSOl HBDS |
252 369 400 450 295 |
912 1931 1000 1470 412 |
578.5 773.9 606.4 830.2 375.35 |
136.5 285.5 119 206 61.45 |
50 50 50 50 50 |
| FI3 | RWMPSOg RWMPSOl PSOg PSOl HBDS |
1361 5003 2150 4650 815 |
41,593 15,833 187,000 22,650 1315 |
6490.6 9292.6 12,681 11,320 1210.12 |
6913 2444 35,067 3803 119.48 |
50 50 50 50 50 |
| FI4 | RWMPSOg RWMPSOl PSOg PSOl HBDS |
76 73 100 120 258 |
468 620 620 920 311 |
215 218.7 369.6 390 275.22 |
97.9 115.3 113.2 134.6 13.22 |
50 50 50 50 50 |
| FI5 | RWMPSOg RWMPSOl PSOg PSOl HBDS |
687 675 680 800 913 |
2439 3863 3440 3880 1520 |
1521.8 2102.9 1499 2472.4 1212.34 |
360.7 689.5 513.1 637.5 245.38 |
50 50 50 50 50 |
| FI6 | RWMPSOg RWMPSOl PSOg PSOl HBDS |
40 40 80 70 140 |
238 235 350 520 175 |
110.9 112 204.8 256 152.18 |
48.6 48.7 62 107.5 14.25 |
50 50 50 50 50 |
| FI7 | RWMPSOg RWMPSOl PSOg PSOl HBDS |
72 70 100 100 215 |
620 573 660 820 244.15 |
242.7 248.9 421.2 466 224.13 |
132.2 134.4 134.4 165 14.34 |
50 50 50 50 50 |