Hierarchy of time scales in the case of weak diffusion

The variational method is used to calculate the asymptotic behavior of the lowest eigenvalues and eigenfunctions of the diffusion operator in the case of a small diffusion coefficient. It is shown that for certain time scales the diffusion process can be replaced by Markov processes with finite number of states.