Table 9: Convergence speed of the CGA using different selection schemes.

Selection methodProblem 1Problem 2Problem 3Problem 4

Rank-based 1227 1024 1202
Tournament with replacement 928
Tournament without replacement 945
Roulette wheel 1167
Stochastic universal 1260
Half biased