Table 3 The standard deviation and the average of the chromosome’s scores in five generations of algorithms
Number of generations | Simple interactive genetic algorithm | Multi-stage interactive genetic algorithm (last stage) | Proposed method | |||
|---|---|---|---|---|---|---|
Std. dev | Average | Std. dev | Average | Std. dev | Average | |
1 | 3.43 | 8.83 | 3.81 | 2.50 | 3.43 | 4.16 |
2 | 2.88 | 5 | 4.48 | 4.16 | 3.53 | 5 |
3 | 3.72 | 3.33 | 3.81 | 2.50 | 2.35 | 6.66 |
4 | 4.08 | 5 | 3.43 | 4.16 | 2.35 | 8.33 |
5 | 3.72 | 3.33 | 4.71 | 3.33 | 2.35 | 8.33 |