Table 4.
The impact of features descriptors on the performance of AOA against other recent optimizers over Cpu Time measures
| CPU time | GT dataset | FEI dataset | ||||
|---|---|---|---|---|---|---|
| Algorithms | HOG | LBP | GLCM | HOG | LBP | GLCM |
| HHO | 446.6000 | 466.0300 | 363.8200 | 249.3200 | 295.8900 | 258.3600 |
| SCA | 301.8600 | 211.4300 | 264.7200 | 181.5400 | 118.8400 | 144.1000 |
| EO | 324.7700 | 182.8200 | 221.4100 | 250.8200 | 214.4500 | 295.8000 |
| EPO | 285.5800 | 272.2800 | 324.0800 | 248.1200 | 126.0400 | 211.3700 |
| MRFO | 301.8600 | 445.4700 | 468.4100 | 302.8600 | 226.5200 | 218.7900 |
| HGSO | 454.8300 | 398.6100 | 312.1300 | 282.4900 | 199.3700 | 229.3200 |
| MVO | 368.0900 | 430.3200 | 369.4800 | 375.0500 | 272.1800 | 229.4900 |
| AOA | 391.3700 | 332.3200 | 388.8600 | 197.0700 | 231.6700 | 340.9200 |