Table 2 Meta-GA optimization of Pm and Pc
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 | Pm ∈ [0,1] |
Pe = (1,1,1,0.2) | max.generations = 100 | Pc ∈ [0,1] | |
num.runs = 1 | |||
goal.fitness = 1 | |||
tournament.size = 10 | |||
metaGA | pop.size meta = 20 | ||
num.generations meta = 100 | |||
Pm meta = 0.01 | |||
Pc meta = 0.9 | |||
Pe meta = 0.4 |