In this paper,we proposed a new method which is based on the exact penalty function method and genetic algorithm. The method having the global search ability of genetic algorithm which avoids the local optimal solution can transform constrained optimization problems into unconstrained optimization problems. The exact penalty theorem is given and discussed. Numerical experiments show that the proposed method is effective.