Abstract: In this paper, a max-min problem with inequality and equality constraints is studied and made into nonlinear optimization problem with inequality and equality. Gradient projcet method is also given. The algorithms get optimization point in infinite steps or get a series of points, whose limit points are optimization points. The algorithms save lots of calculating time and overcome some difficulties in computation, whose convergence are also proved.