As an important optimization problem, it is difficult to choose the initial point in the traditional algorithm. In this paper, the damped least square algorithm is introduced to improve the genetic algorithm. The results show that the improved genetic algorithm does not depend on the selection of initial points, and can improve the convergence efficiency and reduce the number of iterations.