Research Article
The Algorithm for Algorithms: An Evolutionary Algorithm Based on Automatic Designing of Genetic Operators
Table 6
The results achieved for F1 to F23 using the EA2DGO algorithm and DE algorithm.
| | EA2DGO | DE | Best | Median | Worst | Mean | Standard |
| F1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | | | | | | F2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | | | | | | F3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | | | | | | F4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.349 | 9.494 | 13.075 | 8.293 | 2.836 | F5 | 0.0 | 22.117 | 29.0 | 13.001 | 10.839 | 1.810 | 18.356 | 71.343 | 23.886 | 14.486 | F6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | F7 | | | | 8.82E − 4 | | | | | | | F8 | | | | | 1755.355 | −12569.487 | −12451.048 | −12095.733 | −12419.463 | 118.28 | F9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.99 | 6.96 | 2.12 | 1.32 | F10 | | | | 4.441E − 16 | 0.0 | | | | | | F11 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | | | | F12 | | | | 1.571E − 32 | 0.0 | | | | 1.571E − 32 | 0.0 | F13 | | | | 1.35E − 32 | 0.0 | | | | 1.35E − 32 | 0.0 | F14 | 0.998 | 0.998 | 0.998 | 0.998 | | 0.998 | 0.998 | 0.998 | 0.998 | | F15 | | | | | | | | | 3.69E − 4 | | F16 | | | | −1.03163 | 0.0 | −1.03163 | −1.03163 | −1.03163 | −1.03163 | 0.0 | F17 | 0.398 | 0.398 | 0.398 | 0.398 | | 0.398 | 0.398 | 0.398 | 0.398 | 0.0 | F18 | 3 | 3 | 3 | 3 | | 3 | 3 | 3 | 3 | | F19 | | | | −3.86 | | −3.86 | −3.86 | −3.86 | −3.86 | | F20 | | | | −3.32 | | −3.32 | −3.32 | −3.32 | −3.32 | | F21 | | | | −10.153 | | −10.153 | −10.153 | −10.153 | −10.153 | | F22 | | | | −10.403 | | −10.403 | −10.403 | −10.403 | −10.403 | | F23 | | | | −10.536 | | −10.536 | −10.536 | −10.536 | −10.536 | |
|
|