Abstract: In this paper,the programming with inequality and equality constraints to unconstained programming is reduced by means of general gradients projection and penalty function technique.A general gradient projection algorithm with an arbitrary initial point is given and the condition in ref.8 is simplified.The parameter of the penalty function is automatic adjusted in calculating.The method is convenient in application.