Answer:
Characteristic equation:
[tex]p(\lambda) = -\lambda^3 + 2\lambda^2 + 8\lambda[/tex]
Eigen values:
[tex]\lambda_1 = 0, \lambda_2 = -2, \lambda_3= 4[/tex]
Step-by-step explanation:
We are given the matrix:
[tex]\displaystyle\left[\begin{array}{ccc}-14&-6&6\\28&12&-4\\0&0&4\end{array}\right][/tex]
The characteristic equation can be calculated as:
[tex]det(A-\lambda I) = 0\\|A-\lambda I| = 0[/tex]
We follow the following steps to calculate characteristic equation:
[tex]=det\Bigg(\displaystyle\left[\begin{array}{ccc}-14&-6&6\\28&12&-4\\0&0&4\end{array}\right]-\lambda\left[\begin{array}{ccc}1&0&0\\0&1&0\\0&0&1\end{array}\right]\Bigg)\\\\= det\Bigg(\displaystyle\left[\begin{array}{ccc}-14-\lambda&-6&6\\28&12-\lambda&-4\\0&0&4-\lambda\end{array}\right]\Bigg)\\\\=(-14-\lambda)[(12-\lambda)(4-\lambda)]+6[28(4-\lambda)]-6[(28)(0)-(12-\lambda)(0)]\\\\= -\lambda^3 + 2\lambda^2 + 8\lambda[/tex]
[tex]p(\lambda)= -\lambda^3 + 2\lambda^2 + 8\lambda[/tex]
To obtain the eigen values, we equate the characteristic equation to 0:
[tex]p(\lambda) = -\lambda^3 + 2\lambda^2 + 8\lambda = 0\\-\lambda(\lambda^2-2\lambda-8) = 0\\-\lambda(\lambda^2-4\lambda+2\lambda-8) = 0\\-\lambda[(\lambda(\lambda-4)+2(\lambda-4)] = 0\\-\lambda(\lambda+2)(\lambda-4) = 0 \\\lambda_1 = 0, \lambda_2 = -2, \lambda_3= 4[/tex]
We can arrange the eigen values as:
[tex]\lambda_1 = 0, \lambda_2 = -2, \lambda_3= 4\\-2 < 0 < 4\\\lambda_2 < \lambda_1 < \lambda_3[/tex]