Parameters and performances of the modified Clonalg used for the optimization
| WDN . | NAb . | β . | ρ . | Probability rate . | Iteration number . | Min. f (l/s) . | Max. f (l/s) . | *Mean f (l/s) . | *Mean run time (min) . |
|---|---|---|---|---|---|---|---|---|---|
| Four-loop | 30 | 1 | 8 | 0.1 | 20,000 | 1.02 × 10−4 | 2.14 × 10−4 | 1.52 × 10−4 ± 3.3 × 10−5 | 186.7 ± 4.1 |
| Six-loop | 30 | 1 | 8 | 0.1 | 20,000 | 5.2 × 10−4 | 20.3 × 10−4 | 13.9 × 10−4 ± 4.2 × 10−4 | 256.4 ± 6.9 |
| 30 | 1 | 9 | 0.1 | 20,000 | 2.36 × 10−4 | 20.7 × 10−4 | 8.99 × 10−4 ± 5.1 × 10−4 | 253.5 ± 0.4 | |
| 30 | 1 | 10 | 0.1 | 20,000 | 3.29 × 10−4 | 19.5 × 10−4 | 8.64 × 10−4 ± 5.1 × 10−4 | 258.9 ± 13.7 |
| WDN . | NAb . | β . | ρ . | Probability rate . | Iteration number . | Min. f (l/s) . | Max. f (l/s) . | *Mean f (l/s) . | *Mean run time (min) . |
|---|---|---|---|---|---|---|---|---|---|
| Four-loop | 30 | 1 | 8 | 0.1 | 20,000 | 1.02 × 10−4 | 2.14 × 10−4 | 1.52 × 10−4 ± 3.3 × 10−5 | 186.7 ± 4.1 |
| Six-loop | 30 | 1 | 8 | 0.1 | 20,000 | 5.2 × 10−4 | 20.3 × 10−4 | 13.9 × 10−4 ± 4.2 × 10−4 | 256.4 ± 6.9 |
| 30 | 1 | 9 | 0.1 | 20,000 | 2.36 × 10−4 | 20.7 × 10−4 | 8.99 × 10−4 ± 5.1 × 10−4 | 253.5 ± 0.4 | |
| 30 | 1 | 10 | 0.1 | 20,000 | 3.29 × 10−4 | 19.5 × 10−4 | 8.64 × 10−4 ± 5.1 × 10−4 | 258.9 ± 13.7 |
NAb: Number of population Ab. β: Multiplying coefficient for the cloning. ρ: Decay coefficient.
*Average of 20 runs.