Soliton dynamics for near integrable differential-difference equations

In this talk, we consider both the spectral and the direct perturbation methods for studying perturbations an integrable differential-difference equation, the Toda lattice. Both methods employ the formalism of inverse scattering to represent the corrections in terms of an appropriate basis of squared eigenfunctions.