The paper presents an overview of recent publications devoted to application of the simplex method to problems of atmospheric adaptive optics. A comparison of this method with the gradient procedure of hill climbing is carried out. The regimes of stationary and nonstationary wind–induced refraction in a stable medium, wind velocity fluctuations along a path, and large–scale fluctuations of the refractive index are considered in this paper.