Table 4 GA parameter settings to evaluate max.generations
From: Multi-model inference using mixed effects from a linear regression based genetic algorithm
GA | CHOSEN | PRE-SET | BEING OPTIMIZED |
|---|---|---|---|
GA-OLS | pop.size = 20 | chrom.size = 15 | max.generations ∈ {100,200,300,400,500} |
GA-MM | Pe = (1,1,1,0.2) | num.runs = 10 | |
Pm = 0.1 | goal.fitness = 1 | ||
Pc = 0.6 | |||
tournament.size = 10 |