Abstract: Minimum problems of functional about polygon spline interpolation are extended in this paper, which treat the constraints with penalty function method after quadratic functional being discreted. Five-point difference schemes are obtained according to optimal condition. The convergence theorem shows that iteration method can be used to solve large systems. Through a computation example, the method is proved to be available to solve the problems about interpolation of scattered data.