If you take a square matrix M, subtract x from the elements on the diagonal, and take the determinant, you get a polynomial in x called the characteristic polynomial of M. For example, let Then The characteristic equation is the equation that sets the characteristic polynomial to zero. The roots of this polynomial are eigenvalues […]...