Table 19.
Comparisons for Himmelblau’s Function (Best-so-far solution)
| Algorithm | × 1 | × 2 | × 3 | × 4 | × 5 | Objective |
|---|---|---|---|---|---|---|
| CSA [69] | 78 | 33 | 29.99616 | 45 | 36.77605 | − 30,665.233 |
| PSO-GA [70] | 78 | 33 | 29.99525 | 45 | 36.77582 | − 30,665.5389 |
| ABC [71] | 78 | 33 | 27.07098 | 45 | 44.969024 | − 31,025.57569 |
| PPA [72] | 78 | 33 | 29.9952 | 45 | 36.7758 | − 30,665.54 |
| H-FPA [73] | NA | NA | NA | NA | NA | − 31,025.5654 |
| OIO [77] | NA | NA | NA | NA | NA | − 31,025.50178 |
| H-PSO-GA [78] | 78 | 33 | 27.070951 | 45 | 44.969167 | − 31,025.57471 |
| H-GSA-GA [82] | 77.961 | 32.99948 | 27.072836 | 45 | 44.973943 | − 31,027.64076 |
| CSA [94] | 78 | 33 | 29.995256 | 45 | 36.775813 | − 30,665.538672 |
| Proposed Algorithm (PbA) | 78 | 33 | 27.07115 | 44.999999 | 44.968769 | − 31,025.546836 |