18.4 Concluding thoughts

As you can see there is a lot of interesting behavior with eigenvalues and eigenvectors! But in all cases, stability really focuses on the eigenvalues and their relative (positive or negative) sign. How the straight line solutions approach the equilibrium solution is a function of the eigenvectors.