Analysis and reconstruction of stochastic coupled map lattice models

Abstract

The Letter introduces a general stochastic coupled lattice map model together with an algorithm to estimate the nodal equations involved based only on a small set of observable variables and in the presence of stochastic perturbations. More general forms of the Frobenius–Perron and the transfer operators, which describe the evolution of densities under the action of the CML transformation, are derived.