Table 1.
Coding of genes | Binary coding converted to real value [1,0] for fitness computation |
Fitness function | Mutual information (MI) |
Population size | 20 |
no of genes | 6 bits for each gene |
Reproduction | Elitist selection (30% of population), tournament selection |
(35% of population), and roulette selection (35% of population) | |
Crossover type and rate | Uniform crossover, 0.5 |
Mutation type and rate | Randomly mutate selected bits, 0.01 |
Inversion type and rate | Inversion between 2 randomly selected points, 0.01 |
Convergence | 100 |
Repetition | 3 |