Table 5 Statistical results of HGMRFO and seven algorithms on CEC2017 functions.
| Â | Dim=10 | Dim=30 | Dim=50 | Dim=100 | ||||
|---|---|---|---|---|---|---|---|---|
Algorithms | W/T/L | Rank | W/T/L | Rank | W/T/L | Rank | W/T/L | Rank |
HGMRFO | –/–/– | 2.4138 | –/–/– | 1.931 | –/–/– | 2.2414 | –/–/– | 2.4828 |
MRFO | 15/9/5 | 4.3103 | 21/5/3 | 4.2069 | 17/8/4 | 4.069 | 17/6/6 | 3.931 |
FCMRFO | 11/14/4 | 3.2414 | 19/6/4 | 3.1379 | 15/9/5 | 3.1724 | 17/6/6 | 3.2069 |
CFDBWDO | 27/2/0 | 6.1379 | 28/0/1 | 6.6897 | 27/0/2 | 6.6552 | 25/1/3 | 6.5172 |
SIS | 22/5/2 | 4.9828 | 21/3/5 | 3.7586 | 18/3/8 | 3.2069 | 18/4/7 | 3.1379 |
RSA | 29/0/0 | 7.9655 | 28/1/0 | 7.9655 | 29/0/0 | 7.8966 | 28/1/0 | 7.931 |
FOFPA | 23/2/4 | 4.1379 | 24/4/1 | 5 | 26/2/1 | 5.3448 | 24/1/4 | 5.1724 |
SE | 13/4/12 | 2.8103 | 17/6/6 | 3.3103 | 17/6/6 | 3.4138 | 18/2/9 | 3.6207 |
