Eigenvalue Explorer

Invariant directions and complex eigenpairs

Eigenvectors are the directions A preserves up to scaling; eigenvalues are the scales. When the discriminant of the characteristic polynomial is negative, the eigenvalues are a complex conjugate pair and A acts as a rotation combined with a radial scaling. Change the matrix and watch the discriminant sign flip.