With regard to constrained optimization problems,this paper gives a kind of new method by using second-order continuous differentiable function to smooth lower order penalty function,under some weak supposed conditions,proves that the optimal solution of penalty and optimization problems after smoothing is ε-approximate optimal solution of original optimization problem.