Table 2:
Parameter | Description | Value |
---|---|---|
Elite fraction | Fraction of individuals that is directly copied to the next generation | 0.2 |
Crossover fraction | Fraction of individuals that is replaced by new individuals that are generated by crossing 2 parents from the production fraction | 0.4 |
Production fraction | Fraction of individuals used as parents when generating crossover individuals | 0.2 |
Mutation probability | Used to calculate the upper bound of changed genes when mutating individuals | 0.05 |
Immigration fraction | Fraction of individuals that is swapped between the subpopulations | 0.2 |
Immigration Interval | No. of iterations between swaps | 10 |
Iterations | No. of iterations performed by the genetic algorithm | 50 |
Subpopulation size | No. of individuals contained in each of the subpopulations | 50 |