The eigenvalues of a matrix are determined by calculating its characteristic equation, \(\text{det}(A - \lambda I) = 0\), where \(A\) is the matrix and \(\lambda\) represents the eigenvalues. Solving the resulting cubic equation yields the eigenvalues: \(5 + \sqrt{31}\), \(5 - \sqrt{31}\), and \(0\).