Algorithm | Population | Mutation | Crossover | Selection |
---|---|---|---|---|
Monte Carlo | 50 | no | no | Best |
Hill Climber | 1, 10, 25, 50, 100, 250 | Fixed Step σ = 0.2, p m = 1 | no | Best |
binGA | 250 | one-point, p m = 0.1 | one-point, p c = 0.7 | Tournament, group of 8 |
realGA | 250 | global, p m = 0.1 | UNDX, p c = 0.8 | Tournament, group of 8 |
stdES | (5, 25) | global, p m = 0.8 | discrete one-point, p c = 0.2 | Best |
cmaES | (5,+25) | CMA, p m = 1 | no | Best |
SA | 250 | linear annealing schedule, α = 0.1, initial T = 5 | Best | |
DE | 100 | current-to-best/1, λ = F = 0.8, CR = 0.5 | ||
PSO | 100 | star topology, ϕ1 = ϕ2 = 2.05, χ = 0.73 |