In real scientific and engineering applications,problems on the expensive black box function often appear. In view of the expensive black box function global optimization,this paper researches the radial basis function and the response surface. Based on the radial basis of selection of target value， f*n is analyzed in theory,this paper proposes a new selection strategy. Different strategy selection leads to different search patterns,which affects the optimization effect.