The influence of parameters of evolutionary selection of model form on its precision and complexity

Abstract

An automated construction of mathematical models of nonlinear dynamical systems based on optimization and evolutionary algorithms is considered. The dependency of the model quality from the parameters of evolutionary model form selection is a subject of the research. The criteria for optimal evolutionary parameters selection are proposed.