Table 1.
Genetic Algorithm Parameters and their levels.
| Factors | Levels | ||||
|---|---|---|---|---|---|
| Code | GA Parameter | 1/Default | 2 | 3 | 4 |
| A | Migration Direction | Forward | Both | - | - |
| B | Population Size | 50 | 100 | 150 | 200 |
| C | Fitness Scaling Function | Rank | Proportional | Top | Shift Linear |
| D | Selection Function | Stochastic Uniform | Remainder | Roulette | Tournament |
| E | Elite Count | 2 | 5 | 10 | 20 |
| F | Crossover Function | Scattered | Two Point | Heristic | Arthmetic |
| G | Crossover Fraction | 0.8 | 0.6 | 0.4 | 0.2 |
| H | Mutation Function | Gaussian | Uniform | Adaptive Feasible | Constraint Dependent |
| I | Hybrid Function | None | FminSearch | Patternsearch | Fminunc |