Table 1. Optimized setting of population size, differential weight & crossover at various maximum generation number.
Generation | 100 | 200 | 300 | 400 | 500 | 600 | 700 | 800 | 900 | 1000 |
---|---|---|---|---|---|---|---|---|---|---|
Population | 34 | 35 | 35 | 36 | 37 | 37 | 38 | 39 | 39 | 40 |
Differential Weight | 0.10 | 0.12 | 0.13 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 |
Crossover (%) | 72 | 64 | 57 | 51 | 45 | 40 | 35 | 31 | 28 | 26 |