For the premature convergence in traditional Genetic Algorithm, this paper comes up with a new enhanced algorithm which introduced new strategy called “equalization measurement on the concentration of the replication”, together working with the traditional hybrid SA-GA. Through dynamic adjusting on roulette sector to prevent polarization of individual fitness, so that avoiding premature convergence of the algorithm to local optimal solution; Mean while validated the feasibility of algorithm with one engineering example.