In this paper, we present a family of gradient projection method with arbitrary initial point. The formula of search direction in the method is unitary. The convergent conditions of the method are given.When the initial point is feasible, the family of the method contains several known algorithms. When the initial point is infeasible, the method is exactly that given in [6]. Finally, we give a new method which has global convergence property.