http://en.wikipedia.org/wiki/Characteristic_polynomial#Characteristic_equation
According to the above Wiki, the characteristic equation is very easy to solve if the matrix is a triangular matrix, or the $n$ is small. I want to know if there's any theorem that could help me find the eigenvalue/eigenvectors of an arbitrary matrix?