A Hybrid Fuzzy Genetic Algorithm for an Adaptive Traffic Signal System

Algorithm 1

While

 Random selection of initial population of 20 chromosomes from the pool population of 256 chromosomes

 Evaluate the fitness of each chromosome in the population

 Select chromosomes from the current population, being the probability of selection an increasing function of fitness.

 Crossover to the pair at a randomly chosen point to form two offspring with probability of crossover equal to 0.1.

 Mutate the two offspring at each locus with probability of mutation equal to 0.01, and place the resulting chromosomes

 in the new population.

 Replace the current population with the new population.

Select best chromosome as solution