When using a genetic algorithm, it is important to carefully set the population size and the mutation and crossover rate. A small population size, or a high mutation rate, might prevent the ...

Note that mutation rate values for genetic algorithms that use a bit representation for solutions ... The reproduction process uses two techniques, crossover and mutation. Crossover is illustrated in ...