written 5.6 years ago by | modified 2.6 years ago by |
Check whether the following matrix is derogatory or non-derogatory.
$A=\begin{bmatrix} 6 & -2 & 2 \\ -2 & 3 & -1 \\ 2 & -1 & 3 \end{bmatrix}$
written 5.6 years ago by | modified 2.6 years ago by |
Check whether the following matrix is derogatory or non-derogatory.
$A=\begin{bmatrix} 6 & -2 & 2 \\ -2 & 3 & -1 \\ 2 & -1 & 3 \end{bmatrix}$
written 5.6 years ago by |
Solution:
$A=\begin{bmatrix} 6 & -2 & 2 \\ -2 & 3 & -1 \\ 2 & -1 & 3 \end{bmatrix}$
$|A|=32$
Characteristic Equation $|A- \lambda I|=0$
$\begin{vmatrix} 6-\lambda & -2 & 2 \\ -2 & 3-\lambda & -1 \\ 2 & -1 & 3-\lambda \end{vmatrix}=0$
$\lambda^{3}-12\lambda^{2}+(18+9+18-4-4-1)\lambda -32=0$
$\lambda^{3}-12\lambda^{2}+36\lambda-32=0$
$\lambda=8, \ 2, \ 2$
Eigen values are 2, 2, 8.
$\therefore f(x)=(x-2)(x-8)=x^{2}-10x+16$
$\therefore f(A)=A^{2}-10A+16I$ ------------(1)
By Cayley-Hamilton Theorem,
$A=\begin{bmatrix} 6 & -2 & 2 \\ -2 & 3 & -1 \\ 2 & -1 & 3 \end{bmatrix}$ -----------(2)
$A^{2}=A.A=\begin{bmatrix} 6 & -2 & 2 \\ -2 & 3 & -1 \\ 2 & -1 & 3 \end{bmatrix}\begin{bmatrix} 6 & -2 & 2 \\ -2 & 3 & -1 \\ 2 & -1 & 3 \end{bmatrix}=\begin{bmatrix} 44 & -20 & 20 \\ -20 & 14 & -10 \\ 20 & -10 & 14 \end{bmatrix}$ ------------(3)
$I=\begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}$ -----------------(4)
Put (2), (3), (4) in equation (1),
$A^{2}-3A+2I=\begin{bmatrix} 44 & -20 & 20 \\ -20 & 14 & -10 \\ 20 & -10 & 14 \end{bmatrix}-10\begin{bmatrix} 6 & -2 & 2 \\ -2 & 3 & -1 \\ 2 & -1 & 3 \end{bmatrix}+16\begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}=\begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 0 \end{bmatrix}$
Since Eigen values are rejected and Cayley-Hamilton Theorem is verified. Hence, the given matrix is derogatory.