Research Article
A Novel PSO Model Based on Simulating Human Social Communication Behavior
Table 7
Robustness analysis after
function evaluations for the rotated test functions.
| Algorithm | f
7 | f
8 | f
9 | f
10 | FES | Success rate (%) | FES | Success rate (%) | FES | Success rate (%) | FES | Success rate (%) |
| CF-LPSO | 4270 | 20 | 2670 | 26 | 12137 | 22 | 4325 | 100 | CF-GPSO | 3331 | 19 | 3200 | 20 | 6203 | 26 | 4200 | 100 | FDR-PSO | 15525 | 45 | 1980 | 90 | 23985 | 42 | 13709 | 100 | FIPS | 10642 | 90 | 3100 | 95 | 38124 | 45 | 14000 | 100 | CPSO | 2474 | 90 | 3560 | 75 | 24284 | 39 | 12800 | 100 | CLPSO | 16481 | 100 | 2578 | 100 | 32193 | 95 | 25682 | 100 | HSCPSO | 1631 | 100 | 1800 | 100 | 1328 | 100 | 10000 | 100 |
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