Matrix Exponentials---Another Approach
William A. Harris, Jay P. Fillmore, Donald R. Smith · SIAM Review · 2001
The exponential of a matrix and the spectral decomposition of a matrix can be computed knowing nothing more than the eigenvalues of the matrix and the Cayley--Hamilton theorem. The arrangement of the ideas in this paper is simple enough to be taught to beginning students of ODEs.