Based upon the combination of Genetic Algorithm and BP Neural Network,the estimation of maize yield in Lishu and Dehui County, Jilin Province was estimated in this paper The new approach was compared with BP Neural Network as well as Gray Model Theory The results indicate that the prediction values approximate to the real maize yield and are more accurate than BP network and gray model theory