TABLE III. Comparison of CVA With VEA, GWO, PSO and GA Meta-Heuristic Techniques for Several Types of Optimization Problems.
| F | CVA | VEA | GWO | PSO | GA | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | Std. | Mean | Std. | Mean | Std. | Mean | Std. | Mean | Std. | |
| Function 1 | 0.0107 | 0.0106 | 0.0142 | 0.0112 | 0.2080 | 0.1195 | 0.5774 | 0.3185 | 18.7254 | 4.9352 |
| Function 2 | 1.9435 | 0.7396 | 1.7367 | 0.5892 | 2319.19 | 1237.109 | 3.5523 | 2.8537 | 27187.58 | 2745.82 |
| Function 3 | 9.1690 | 6.8371 | 12.4784 | 8.3213 | 89.1347 | 37.9576 | 99.8320 | 24.6287 | 273.2519 | 29.5521 |
| Function 4 | 1.0749 | 0.6921 | 1.3269 | 0.8263 | 9.4525 | 3.4676 | 4.2950 | 1.3083 | 18.5965 | 0.3517 |
| Function 5 | 4.0734 | 2.9351 | 5.1245 | 3.2689 | 14.4316 | 5.9230 | 8.7162 | 4.9291 | 68.6618 | 6.0623 |