The dynamics of complex stochastic models evolution of a correlation function with random fluctuations

An evolutionary model of correlation function has been derived, taking into account the combined action of additive and multiplicative random perturbations. It is shown that even small additive natural noise is responsible for nonlinear deviations from the sigmoidal behavior in the long time regime. The model is robust against the details of the microcanonical description.