Abstract: Aiming at the premature convergence of the genetic algorithm, an improved fuzzy genetic algorithm is proposed. In this algorithm, the mean square deviation of group fitness and population evolution generation are used as the criteria of premature converge

Key words: Premature convergence, Fuzzy genetic algorithm, Evolution generation, Fuzzy logic controller, Population diversity