Abstract: The fuzzy control method is mixed into the genetic algorithm to adjust the probabilities of crossover and mutation. A new improved genetic algorithm named the fuzzy genetic algorithm (FGA) is proposed. Simulation results show that FGA is very efficiency for the quality of the solution is improved and the convergent speed of the solution is accelerated.