Table 2.
CAGA | PAGA | GA | |
---|---|---|---|
Crossover | Two-point crossover | Two-point crossover | Two-point crossover |
Mutation | Single-point mutation | Single-point mutation | Single-point mutation |
Select | Tournament | Tournament | Tournament |
Crossover Probability | Base probability 0.6 | Base probability 0.6 | fixed probability 0.6 |
Mutation Probability | Base probability 0.1 | Base probability 0.1 | fixed probability 0.1 |
Population Size | 40/60/ 80/100 |
40/60/ 80/100 |
40/60/ 80/100 |
Evolution Generation | 0:200:2000 | 0:200:2000 | 0:200:2000 |
Elitist Preservation | use | use | use |
Termination Condition | Reach the maximum evolutionary generation | Reach the maximum evolutionary generation | Reach the maximum evolutionary generation |