Gauge theory of self-similar system

On the basis of a dilatation invariant Lagrangian, equations governing probability density and gauge potential of the non-stationary self-similar stochastic system are determined. It is shown that an automodel regime is realized at small time interval determined by the Tsallis’ parameter q>1. An exponential decay occurs at large time where the dilatation parameter and the partial scale tend to constant values.