Eigenmodes and growth rates are obtained by numerical integration of the linearized equations.

The modal frequency response and its sensitivity analysis for the coupled system using the direct method and the eigenmodes.

It is known that a characteristic matrix can be transformed into a diagonal matrix by similar transformation using eigenvalues and eigenmodes.