Abstract: A hybrid genetic algorithm for locating the global optimization of numerical function is put forward by designing self-adaptive genetic operators and setting the Powell algorithm in genetic algorithm.The hybrid approach improves the local searching ability to the genetic algorithm and promotes the probability for the global optimization greatly.Because only the objective values are used,the hybrid approach is a generalized algorithm for numerical functions.