Methods for regularization and estimation of complexity of laws of discrete dynamic systems functioning

The paper gives the analysis of efficiency of application of classical methods of Newton and Lagrange interpolation in relation to the laws of functioning of discrete determined dynamic systems (automatons), presented in partially set geometrical images in the form of numerical schedules. Geometrical images of automatons of classes (4,2,2)-automatons, (8,2,2)-automatons, and (16,2,2)-automatons 254 signs long are considered. Efficiency of regularization of laws of automatons functioning is investigated for various number and choice methods of interpolation units.