The paper is devoted to development of simplex method as applied to the problems of atmospheric adaptive optics. Special attention is paid to looking for possibilities of increasing the speed of response of the control algorithm by shortening the time interval between successive corrections of the wave front of a beam. The conditions under which a fast algorithm provides for more efficient compensation for nonstationary thermal blooming in randomly inhomogeneous medium are determined.