Chapter 4 Determinants EXERCISE 4.4
EXERCISE 4.4
Find adjoint of each of the matrices in Exercises 1 and 2.
1. $\begin{bmatrix}1 & 2 \\ 3 & 4\end{bmatrix}$ $\quad\quad\quad$
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Solution
Let $A= \begin{bmatrix} 1 & 2 \\ 3 & 4 \end{bmatrix} $.
We have,
$A _{11}=4, A _{12}=-3, A _{21}=-2, A _{22}=1$
$\therefore adj A= \begin{bmatrix} A _{11} & A _{21} \\ A _{12} & A _{22}\end{bmatrix} = \begin{bmatrix} 4 & -2 \\ -3 & 1 \end{bmatrix} $
2. $\begin{bmatrix}1 & -1 & 2 \\ 2 & 3 & 5\\ -2 & 0 & 1 \end{bmatrix}$
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Solution
Let $A= \begin{bmatrix} 1 & -1 & 2 \\ 2 & 3 & 5 \\ -2 & 0 & 1 \end{bmatrix} $
We have,
$A _{11}= \begin{vmatrix} 3 & 5 \\ 0 & 1\end{vmatrix} =3-0=3$
$A _{12}=- \begin{vmatrix} 2 & 5 \\ -2 & 1\end{vmatrix} =-(2+10)=-12$
$A _{13}= \begin{vmatrix} 2 & 3 \\ -2 & 0\end{vmatrix} =0+6=6$ $A _{21}=- \begin{vmatrix} -1 & 2 \\ 0 & 1\end{vmatrix} =-(-1-0)=1$
$A _{22}= \begin{vmatrix} 1 & 2 \\ -2 & 1\end{vmatrix} =1+4=5$
$A _{23}=- \begin{vmatrix} 1 & -1 \\ -2 & 0\end{vmatrix} =-(0-2)=2$
$A _{31}= \begin{vmatrix} -1 & 2 \\ 3 & 5\end{vmatrix} =-5-6=-11$
$A _{32}=- \begin{vmatrix} 1 & 2 \\ 2 & 5\end{vmatrix} =-(5-4)=-1$
$A _{33}= \begin{vmatrix} 1 & -1 \\ 2 & 3\end{vmatrix} =3+2=5$
Hence, adj $A= \begin{bmatrix} A _{11} & A _{21} & A _{31} \\ A _{12} & A _{22} & A _{32} \\ A _{13} & A _{23} & A _{33}\end{bmatrix} = \begin{bmatrix} 3 & 1 & -11 \\ -12 & 5 & -1 \\ 6 & 2 & 5 \end{bmatrix} $.
Verify $A(adj A)=(adj A) A=|A| I$ in Exercises 3 and 4
3. $\begin{bmatrix} 2 & 3 \\ -4 & -6 \end{bmatrix} $
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Solution
$A= \begin{bmatrix} 2 & 3 \\ -4 & -6 \end{bmatrix} $
we have,
$|A|=-12-(-12)=-12+12=0$
$\therefore|A| I=0 \begin{bmatrix} 1 & 0 \\ 0 & 1\end{bmatrix} = \begin{bmatrix} 0 & 0 \\ 0 & 0 \end{bmatrix} $
Now,
$A _{11}=-6, A _{12}=4, A _{21}=-3, A _{22}=2$
$\therefore adj A= \begin{bmatrix} -6 & -3 \\ 4 & 2 \end{bmatrix} $
Now,
$ \begin{aligned} A(adj A) & = \begin{bmatrix} 2 & 3 \\ -4 & -6 \end{bmatrix} \begin{bmatrix} -6 & -3 \\ 4 & 2 \end{bmatrix} \\ & = \begin{bmatrix} -12+12 & -6+6 \\ 24-24 & 12-12 \end{bmatrix} = \begin{bmatrix} 0 & 0 \\ 0 & 0 \end{bmatrix} \end{aligned} $
Also, $(adj A) A= \begin{vmatrix} -6 & -3 \\ 4 & 2\end{vmatrix} \begin{vmatrix} 2 & 3 \\ -4 & -6 \end{vmatrix} $
$ = \begin{bmatrix} -12+12 & -18+18 \\ 8-8 & 12-12 \end{bmatrix} = \begin{bmatrix} 0 & 0 \\ 0 & 0 \end{bmatrix} $
Hence, $A(adj A)=(adj A) A=|A| I$.
4. $ \begin{bmatrix} 1 & -1 & 2\\ 3 & 0 & -2 \\ 1& 0 & 3 \end{bmatrix} $
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Solution
$ \begin{aligned} & A= \begin{bmatrix} 1 & -1 & 2 \\ 3 & 0 & -2 \\ 1 & 0 & 3 \end{bmatrix} \\ & |A|=1(0-0)+1(9+2)+2(0-0)=11 \\ & \therefore|A| I=11 \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} = \begin{bmatrix} 11 & 0 & 0 \\ 0 & 11 & 0 \\ 0 & 0 & 11 \end{bmatrix} \end{aligned} $
Now,
$ \begin{aligned} & A _{11}=0, A _{12}=-(9+2)=-11, A _{13}=0 \\ & A _{21}=-(-3-0)=3, A _{22}=3-2=1, A _{23}=-(0+1)=-1 \\ & A _{31}=2-0=2, A _{32}=-(-2-6)=8, A _{33}=0+3=3 \end{aligned} $
$\therefore adj A= \begin{bmatrix} 0 & 3 & 2 \\ -11 & 1 & 8 \\ 0 & -1 & 3 \end{bmatrix} $
Now,
$ \begin{aligned} A(adj A) & = \begin{bmatrix} 1 & -1 & 2 \\ 3 & 0 & -2 \\ 1 & 0 & 3 \end{bmatrix} \begin{bmatrix} 0 & 3 & 2 \\ -11 & 1 & 8 \\ 0 & -1 & 3 \end{bmatrix} \\ & = \begin{bmatrix} 0+11+0 & 3-1-2 & 2-8+6 \\ 0+0+0 & 9+0+2 & 6+0-6 \\ 0+0+0 & 3+0-3 & 2+0+9 \end{bmatrix} \\ & = \begin{bmatrix} 11 & 0 & 0 \\ 0 & 11 & 0 \\ 0 & 0 & 11 \end{bmatrix} \end{aligned} $
Also,
$ \begin{aligned} (adj A) \cdot A & = \begin{bmatrix} 0 & 3 & 2 \\ -11 & 1 & 8 \\ 0 & -1 & 3 \end{bmatrix} \begin{bmatrix} 1 & -1 & 2 \\ 3 & 0 & -2 \\ 1 & 0 & 3 \end{bmatrix} \\ & = \begin{bmatrix} 0+9+2 & 0+0+0 & 0-6+6 \\ -11+3+8 & 11+0+0 & -22-2+24 \\ 0-3+3 & 0+0+0 & 0+2+9 \end{bmatrix} \\ & = \begin{bmatrix} 11 & 0 & 0 \\ 0 & 11 & 0 \\ 0 & 0 & 11 \end{bmatrix} \end{aligned} $
Hence, $A(adj A)=(adj A) A=|A| I$.
Find the inverse of each of the matrices (if it exists) given in Exercises 5 to 11.
5. $\begin{bmatrix}2 & -2 \\ 4 & 3\end{bmatrix}$
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Solution
$|A|=2 \times 3-4 \times-2=14$
Minors are $M_{11}=3, M_{12}=4, M_{21}=-2, M_{22}=2$
Cofactors are $C_{11}=3, C_{12}=-4, C_{21}=2, C_{22}=2$
$AdjA=\left[\begin{array}{cc}3 & 2 \\ -4 & 2\end{array}\right]$
$A^{-1}=\dfrac{1}{|A|} A d j A=\dfrac{1}{14}\left[\begin{array}{cc} 3 & 2 \\ -4 & 2 \end{array}\right]$
6. $\begin{bmatrix}-1 & 5 \\ -3 & 2\end{bmatrix}$
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Solution
Let $A= \begin{bmatrix} -1 & 5 \\ -3 & 2 \end{bmatrix} $
we have,
$|A|=-2+15=13$
Now,
$A _{11}=2, A _{12}=3, A _{21}=-5, A _{22}=-1$
$\therefore adj A= \begin{bmatrix} 2 & -5 \\ 3 & -1 \end{bmatrix} $
$\therefore A^{-1}=\dfrac{1}{|A|} adj A=\dfrac{1}{13} \begin{bmatrix} 2 & -5 \\ 3 & -1 \end{bmatrix} $
7. $\begin{vmatrix}1 & 2 & 3 \\ 0 & 2 & 4\\ 0 & 0 & 5 \end{vmatrix}$
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Solution
Let $A= \begin{bmatrix} 1 & 2 & 3 \\ 0 & 2 & 4 \\ 0 & 0 & 5 \end{bmatrix} $.
We have,
$|A|=1(10-0)-2(0-0)+3(0-0)=10$
Now,
$A _{11}=10-0=10, A _{12}=-(0-0)=0, A _{13}=0-0=0$
$A _{21}=-(10-0)=-10, A _{22}=5-0=5, A _{23}=-(0-0)=0$
$A _{31}=8-6=2, A _{32}=-(4-0)=-4, A _{33}=2-0=2$
$\therefore adj A= \begin{bmatrix} 10 & -10 & 2 \\ 0 & 5 & -4 \\ 0 & 0 & 2 \end{bmatrix} $
$\therefore A^{-1}=\dfrac{1}{|A|} adj A=\dfrac{1}{10} \begin{bmatrix} 10 & -10 & 2 \\ 0 & 5 & -4 \\ 0 & 0 & 2 \end{bmatrix} $
8. $\begin{bmatrix}1 & 0 & 0\\ 3 & 3 & 0\\ 5 & 2 & -1\end{bmatrix}$
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Solution
Let $A= \begin{bmatrix} 1 & 0 & 0 \\ 3 & 3 & 0 \\ 5 & 2 & -1 \end{bmatrix} $.
We have,
$|A|=1(-3-0)-0+0=-3$
Now,
$A _{11}=-3-0=-3, A _{12}=-(-3-0)=3, A _{13}=6-15=-9$
$A _{21}=-(0-0)=0, A _{22}=-1-0=-1, A _{23}=-(2-0)=-2$
$A _{31}=0-0=0, A _{32}=-(0-0)=0, A _{33}=3-0=3$
$\therefore adj A= \begin{bmatrix} -3 & 0 & 0 \\ 3 & -1 & 0 \\ -9 & -2 & 3 \end{bmatrix} $
$\therefore A^{-1}=\dfrac{1}{|A|}$ $adjA=-\dfrac{1}{3} \begin{bmatrix} -3 & 0 & 0 \\ 3 & -1 & 0 \\ -9 & -2 & 3 \end{bmatrix} $
9. $\begin{bmatrix}2 & 1 & 3\\ 4 & -1 & 0\\ -7 & 2 & 1\end{bmatrix}$
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Solution
Let $A= \begin{bmatrix} 2 & 1 & 3 \\ 4 & -1 & 0 \\ -7 & 2 & 1 \end{bmatrix} $.
We have,
$ \begin{aligned} |A| & =2(-1-0)-1(4-0)+3(8-7) \\ & =2(-1)-1(4)+3(1) \\ & =-2-4+3 \\ & =-3 \end{aligned} $
Now,
$ \begin{aligned} & A _{11}=-1-0=-1, A _{12}=-(4-0)=-4, A _{13}=8-7=1 \\ & A _{21}=-(1-6)=5, A _{22}=2+21=23, A _{23}=-(4+7)=-11 \\ & A _{31}=0+3=3, A _{32}=-(0-12)=12, A _{33}=-2-4=-6 \\ & \therefore \text{ adj } A= \begin{bmatrix} -1 & 5 & 3 \\ -4 & 23 & 12 \\ 1 & -11 & -6 \end{bmatrix} \\ & \therefore A^{-1}=\dfrac{1}{|A|} \text{ adjA }=-\dfrac{1}{3} \begin{bmatrix} -1 & 5 & 3 \\ -4 & 23 & 12 \\ 1 & -11 & -6 \end{bmatrix} \end{aligned} $
10. $\begin{bmatrix}1 & -1 & 2\\ 0 & 2 & -3\\ 3 & -2 & 4\end{bmatrix}$
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Solution
Let $A= \begin{bmatrix} 1 & -1 & 2 \\ 0 & 2 & -3 \\ 3 & -2 & 4 \end{bmatrix} $
By expanding along $C_1$, we have:
$|A|=1(8-6)-0+3(3-4)=2-3=-1$
Now,
$A _{11}=8-6=2, A _{12}=-(0+9)=-9, A _{13}=0-6=-6$
$A _{21}=-(-4+4)=0, A _{22}=4-6=-2, A _{23}=-(-2+3)=-1$
$A _{31}=3-4=-1, A _{32}=-(-3-0)=3, A _{33}=2-0=2$
$\therefore adj A= \begin{bmatrix} 2 & 0 & -1 \\ -9 & -2 & 3 \\ -6 & -1 & 2 \end{bmatrix} $
$\therefore A^{-1}=\dfrac{1}{|A|}$ $adjA=- \begin{bmatrix} 2 & 0 & -1 \\ -9 & -2 & 3 \\ -6 & -1 & 2\end{bmatrix} = \begin{bmatrix} -2 & 0 & 1 \\ 9 & 2 & -3 \\ 6 & 1 & -2 \end{bmatrix} $
11. $\begin{bmatrix}1 & 0 & 0 \\ 0 & \cos \alpha & \sin \alpha \\ 0 & \sin \alpha & -\cos \alpha\end{bmatrix}$
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Solution
Let $A= \begin{bmatrix} 1 & 0 & 0 \\ 0 & \cos \alpha & \sin \alpha \\ 0 & \sin \alpha & -\cos \alpha \end{bmatrix} $.
We have,
$|A|=1(-\cos ^{2} \alpha-\sin ^{2} \alpha)=-(\cos ^{2} \alpha+\sin ^{2} \alpha)=-1$
Now,
$A _{11}=-\cos ^{2} \alpha-\sin ^{2} \alpha=-1, A _{12}=0, A _{13}=0$
$A _{21}=0, A _{22}=-\cos \alpha, A _{23}=-\sin \alpha$
$A _{31}=0, A _{32}=-\sin \alpha, A _{33}=\cos \alpha$
$\therefore adj A= \begin{bmatrix} -1 & 0 & 0 \\ 0 & -\cos \alpha & -\sin \alpha \\ 0 & -\sin \alpha & \cos \alpha \end{bmatrix} $
$\therefore A^{-1}=\dfrac{1}{|A|} \cdot adj A=- \begin{bmatrix} -1 & 0 & 0 \\ 0 & -\cos \alpha & -\sin \alpha \\ 0 & -\sin \alpha & \cos \alpha\end{bmatrix} = \begin{bmatrix} 1 & 0 & 0 \\ 0 & \cos \alpha & \sin \alpha \\ 0 & \sin \alpha & -\cos \alpha \end{bmatrix} $
12. Let $A=\begin{bmatrix}3 & 7 \\ 2 & 5\end{bmatrix}$ and $B=\begin{bmatrix}6 & 8 \\ 7 & 9\end{bmatrix}$. Verify that $(A B)^{-1}=B^{-1} A^{-1}$.
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Solution
Let $A= \begin{bmatrix} 3 & 7 \\ 2 & 5 \end{bmatrix} $.
We have,
$|A|=15-14=1$
Now,
$A _{11}=5, A _{12}=-2, A _{21}=-7, A _{22}=3$
$\therefore adj A= \begin{bmatrix} 5 & -7 \\ -2 & 3 \end{bmatrix} $
$\therefore A^{-1}=\dfrac{1}{|A|} \cdot adj A= \begin{bmatrix} 5 & -7 \\ -2 & 3 \end{bmatrix} $
Now, let $B= \begin{bmatrix} 6 & 8 \\ 7 & 9 \end{bmatrix} $.
We have,
$|B|=54-56=-2$
$\therefore adj B= \begin{bmatrix} 9 & -8 \\ -7 & 6 \end{bmatrix} $
$\therefore B^{-1}=\dfrac{1}{|B|} adj B=-\dfrac{1}{2} \begin{bmatrix} 9 & -8 \\ -7 & 6\end{bmatrix} = \begin{bmatrix} -\dfrac{9}{2} & 4 \\ \dfrac{7}{2} & -3 \end{bmatrix} $
Now,
$$ \begin{align*} B^{-1} A^{-1} & = \begin{bmatrix} -\dfrac{9}{2} & 4 \\ \dfrac{7}{2} & -3 \end{bmatrix} \begin{bmatrix} 5 & -7 \\ -2 & 3 \end{bmatrix} \\ & = \begin{bmatrix} -\dfrac{45}{2}-8 & \dfrac{63}{2}+12 \\ \dfrac{35}{2}+6 & -\dfrac{49}{2}-9 \end{bmatrix} = \begin{bmatrix} -\dfrac{61}{2} & \dfrac{87}{2} \\ \dfrac{47}{2} & -\dfrac{67}{2} \end{bmatrix} \qquad …(1) \end{align*} $$
Then,
$
\begin{aligned}
A B & = \begin{bmatrix}
3 & 7 \\
2 & 5
\end{bmatrix} \begin{bmatrix}
6 & 8 \\
7 & 9
\end{bmatrix} \\
& = \begin{bmatrix}
18+49 & 24+63 \\
12+35 & 16+45
\end{bmatrix} \\
& = \begin{bmatrix}
67 & 87 \\
47 & 61
\end{bmatrix}
\end{aligned}
$
Therefore, we have $|A B|=67 \times 61-87 \times 47=4087-4089=-2$.
Also,
$$ \begin{align*} & adj(A B)= \begin{bmatrix} 61 & -87 \\ -47 & 67 \end{bmatrix} \\ & \begin{align*} \therefore(A B)^{-1}=\dfrac{1}{|A B|} adj(A B) & =-\dfrac{1}{2} \begin{bmatrix} 61 & -87 \\ -47 & 67 \end{bmatrix} \\ & = \begin{bmatrix} -\dfrac{61}{2} & \dfrac{87}{2} \\ \dfrac{47}{2} & -\dfrac{67}{2} \end{bmatrix} \qquad …(2) \end{align*} \end{align*} $$
From (1) and (2), we have:
$(A B)^{-1}=B^{-1} A^{-1}$
Hence, the given result is proved.
13. If $A=\begin{bmatrix}3 & 1 \\ -1 & 2\end{bmatrix}$, show that $A^{2}-5 A+7 I=O$. Hence find $A^{-1}$.
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Solution
$A= \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix} $
$A^{2}=A \cdot A= \begin{bmatrix} 3 & 1 \\ -1 & 2\end{bmatrix} \begin{bmatrix} 3 & 1 \\ -1 & 2\end{bmatrix} = \begin{bmatrix} 9-1 & 3+2 \\ -3-2 & -1+4\end{bmatrix} = \begin{bmatrix} 8 & 5 \\ -5 & 3 \end{bmatrix} $
$\therefore A^{2}-5 A+7 I$
$= \begin{bmatrix} 8 & 5 \\ -5 & 3\end{bmatrix} -5 \begin{bmatrix} 3 & 1 \\ -1 & 2\end{bmatrix} +7 \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix} $
$= \begin{bmatrix} 8 & 5 \\ -5 & 3\end{bmatrix} - \begin{bmatrix} 15 & 5 \\ -5 & 10\end{bmatrix} + \begin{bmatrix} 7 & 0 \\ 0 & 7 \end{bmatrix} $
$= \begin{bmatrix} -7 & 0 \\ 0 & -7\end{bmatrix} + \begin{bmatrix} 7 & 0 \\ 0 & 7\end{bmatrix} = \begin{bmatrix} 0 & 0 \\ 0 & 0 \end{bmatrix} $
Hence, $A^{2}-5 A+7 I=O$.
$\therefore A \cdot A-5 A=-7 I$
$\Rightarrow A \cdot A(A^{-1})-5 A A^{-1}=-7 I A^{-1} \quad[$ Post-multiplying by $A^{-1}$ as $.|A| \neq 0]$
$\Rightarrow A(A A^{-1})-5 I=-7 A^{-1}$
$\Rightarrow A I-5 I=-7 A^{-1}$
$\Rightarrow A^{-1}=-\dfrac{1}{7}(A-5 I)$
$\Rightarrow A^{-1}=\dfrac{1}{7}(5 I-A)$
$=\dfrac{1}{7}( \begin{bmatrix} 5 & 0 \\ 0 & 5\end{bmatrix} - \begin{bmatrix} 3 & 1 \\ -1 & 2\end{bmatrix} )=\dfrac{1}{7} \begin{bmatrix} 2 & -1 \\ 1 & 3 \end{bmatrix} $
$\therefore A^{-1}=\dfrac{1}{7} \begin{bmatrix} 2 & -1 \\ 1 & 3 \end{bmatrix} $
14. For the matrix $A=\begin{bmatrix}3 & 2 \\ 1 & 1\end{bmatrix}$, find the numbers $a$ and $b$ such that $A^{2}+a A+b I=O$.
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Solution
$A= \begin{bmatrix} 3 & 2 \\ 1 & 1 \end{bmatrix} $
$\therefore A^{2}= \begin{bmatrix} 3 & 2 \\ 1 & 1\end{bmatrix} \begin{bmatrix} 3 & 2 \\ 1 & 1\end{bmatrix} = \begin{bmatrix} 9+2 & 6+2 \\ 3+1 & 2+1\end{bmatrix} = \begin{bmatrix} 11 & 8 \\ 4 & 3 \end{bmatrix} $
Now,
$A^{2}+a A+b I=O$
$\Rightarrow(A A) A^{-1}+a A A^{-1}+b I A^{-1}=O \quad \quad[$ Post-multiplying by $A^{-1}$ as $.|A| \neq 0]$
$\Rightarrow A(A A^{-1})+a I+b(I A^{-1})=O$
$\Rightarrow A I+a I+b A^{-1}=O$
$\Rightarrow A+a I=-b A^{-1}$
$\Rightarrow A^{-1}=-\dfrac{1}{b}(A+a I)$
Now,
$A^{-1}=\dfrac{1}{|A|}$ adj $A=\dfrac{1}{1} \begin{bmatrix} 1 & -2 \\ -1 & 3\end{bmatrix} = \begin{bmatrix} 1 & -2 \\ -1 & 3 \end{bmatrix} $
We have:
$ \begin{bmatrix} 1 & -2 \\ -1 & 3\end{bmatrix} =-\dfrac{1}{b}( \begin{bmatrix} 3 & 2 \\ 1 & 1\end{bmatrix} + \begin{bmatrix} a & 0 \\ 0 & a\end{bmatrix} )=-\dfrac{1}{b} \begin{bmatrix} 3+a & 2 \\ 1 & 1+a\end{bmatrix} = \begin{bmatrix} \dfrac{-3-a}{b} & -\dfrac{2}{b} \\ -\dfrac{1}{b} & \dfrac{-1-a}{b} \end{bmatrix} $
Comparing the corresponding elements of the two matrices, we have:
$-\dfrac{1}{b}=-1\ \Rightarrow b=1$
$\dfrac{-3-a}{b}=1\ \Rightarrow -3-a=1\ \Rightarrow a=-4$
Hence, -4 and 1 are the required values of $a$ and $b$ respectively.
15. For the matrix $A=\begin{bmatrix}1 & 1 & 1\\ 1 & 2 & -3\\ 2 & -1 & 3\end{bmatrix}$
Show that $A^{3}-6 A^{2}+5 A+11 I=O$. Hence, find $A^{-1}$.
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Solution
$ \begin{aligned} & A= \begin{bmatrix} 1 & 1 & 1 \\ 1 & 2 & -3 \\ 2 & -1 & 3 \end{bmatrix} \\ & A^{2}= \begin{bmatrix} 1 & 1 & 1 \\ 1 & 2 & -3 \\ 2 & -1 & 3 \end{bmatrix} \begin{bmatrix} 1 & 1 & 1 \\ 1 & 2 & -3 \\ 2 & -1 & 3 \end{bmatrix} \end{aligned} $
$= \begin{bmatrix} 1+1+2 & 1+2-1 & 1-3+3 \\ 1+2-6 & 1+4+3 & 1-6-9 \\ 2-1+6 & 2-2-3 & 2+3+9 \end{bmatrix}$
$= \begin{bmatrix} 4 & 2 & 1 \\ -3 & 8 & -14 \\ 7 & -3 & 14 \end{bmatrix}$
$ \begin{aligned} & A^{3}=A^{2} \cdot A= \begin{bmatrix} 4 & 2 & 1 \\ -3 & 8 & -14 \\ 7 & -3 & 14 \end{bmatrix} \begin{bmatrix} 1 & 1 & 1 \\ 1 & 2 & -3 \\ 2 & -1 & 3 \end{bmatrix} \\ & = \begin{bmatrix} 4+2+2 & 4+4-1 & 4-6+3 \\ -3+8-28 & -3+16+14 & -3-24-42 \\ 7-3+28 & 7-6-14 & 7+9+42 \end{bmatrix} \\ & = \begin{bmatrix} 8 & 7 & 1 \\ -23 & 27 & -69 \\ 32 & -13 & 58 \end{bmatrix} \end{aligned} $
$\therefore A^{3}-6 A^{2}+5 A+11 I$
$= \begin{bmatrix} 8 & 7 & 1 \\ -23 & 27 & -69 \\ 32 & -13 & 58\end{bmatrix} -6 \begin{bmatrix} 4 & 2 & 1 \\ -3 & 8 & -14 \\ 7 & -3 & 14\end{bmatrix} +5 \begin{bmatrix} 1 & 1 & 1 \\ 1 & 2 & -3 \\ 2 & -1 & 3\end{bmatrix} +11 \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} $
$= \begin{bmatrix} 8 & 7 & 1 \\ -23 & 27 & -69 \\ 32 & -13 & 58\end{bmatrix} - \begin{bmatrix} 24 & 12 & 6 \\ -18 & 48 & -84 \\ 42 & -18 & 84\end{bmatrix} + \begin{bmatrix} 5 & 5 & 5 \\ 5 & 10 & -15 \\ 10 & -5 & 15\end{bmatrix} + \begin{bmatrix} 11 & 0 & 0 \\ 0 & 11 & 0 \\ 0 & 0 & 11 \end{bmatrix} $
$= \begin{bmatrix} 24 & 12 & 6 \\ -18 & 48 & -84 \\ 42 & -18 & 84\end{bmatrix} - \begin{bmatrix} 24 & 12 & 6 \\ -18 & 48 & -84 \\ 42 & -18 & 84 \end{bmatrix} $
$= \begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 0 \end{bmatrix} =O$
Thus, $A^{3}-6 A^{2}+5 A+11 I=O$.
Now,
$A^{3}-6 A^{2}+5 A+11 I=O$
$\Rightarrow(A A A) A^{-1}-6(A A) A^{-1}+5 A A^{-1}+11 I A^{-1}=0 \quad[.$ Post-multiplying by $A^{-1}$ as $|A| \neq 0$ ]
$\Rightarrow A A(A A^{-1})-6 A(A A^{-1})+5(A A^{-1})=-11(I A^{-1})$
$\Rightarrow A^{2}-6 A+5 I=-11 A^{-1}$
$\Rightarrow A^{-1}=-\dfrac{1}{11}(A^{2}-6 A+5 I)$
Now,
$ \begin{aligned} & A^{2}-6 A+5 I \\ & = \begin{bmatrix} 4 & 2 & 1 \\ -3 & 8 & -14 \\ 7 & -3 & 14 \end{bmatrix} -6 \begin{bmatrix} 1 & 1 & 1 \\ 1 & 2 & -3 \\ 2 & -1 & 3 \end{bmatrix} +5 \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} \\ & = \begin{bmatrix} 4 & 2 & 1 \\ -3 & 8 & -14 \\ 7 & -3 & 14 \end{bmatrix} - \begin{bmatrix} 6 & 6 & 6 \\ 6 & 12 & -18 \\ 12 & -6 & 18 \end{bmatrix} + \begin{bmatrix} 5 & 0 & 0 \\ 0 & 5 & 0 \\ 0 & 0 & 5 \end{bmatrix} \\ & = \begin{bmatrix} 9 & 2 & 1 \\ -3 & 13 & -14 \\ 7 & -3 & 19 \end{bmatrix} - \begin{bmatrix} 6 & 6 & 6 \\ 6 & 12 & -18 \\ 12 & -6 & 18 \end{bmatrix} \\ & = \begin{bmatrix} 3 & -4 & -5 \\ -9 & 1 & 4 \\ -5 & 3 & 1 \end{bmatrix} \end{aligned} $
From equation (1), we have:
$ A^{-1}=-\dfrac{1}{11} \begin{bmatrix} 3 & -4 & -5 \\ -9 & 1 & 4 \\ -5 & 3 & 1 \end{bmatrix} =\dfrac{1}{11} \begin{bmatrix} -3 & 4 & 5 \\ 9 & -1 & -4 \\ 5 & -3 & -1 \end{bmatrix} $
16. If $A=\begin{bmatrix}2 & -1 & 1\\ -1 & 2 & -1\\ 1 & -1 & 2\end{bmatrix}$
Verify that $A^{3}-6 A^{2}+9 A-4 I=O$ and hence find $A^{-1}$
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Solution
$ \begin{aligned} & A= \begin{bmatrix} 2 & -1 & 1 \\ -1 & 2 & -1 \\ 1 & -1 & 2 \end{bmatrix} \\ A^{2}= &\begin{bmatrix} 2 & -1 & 1 \\ -1 & 2 & -1 \\ 1 & -1 & 2 \end{bmatrix} \begin{bmatrix} 2 & -1 & 1 \\ -1 & 2 & -1 \\ 1 & -1 & 2 \end{bmatrix} \\ & = \begin{bmatrix} 4+1+1 & -2-2-1 & 2+1+2 \\ -2-2-1 & 1+4+1 & -1-2-2 \\ 2+1+2 & -1-2-2 & 1+1+4 \end{bmatrix} \\ & = \begin{bmatrix} 6 & -5 & 5 \\ -5 & 6 & -5 \\ 5 & -5 & 6 \end{bmatrix} \\ & A^{3}=A^{2} A= \begin{bmatrix} 6 & -5 & 5 \\ -5 & 6 & -5 \\ 5 & -5 & 6 \end{bmatrix} \begin{bmatrix} 2 & -1 & 1 \\ -1 & 2 & -1 \\ 1 & -1 & 2 \end{bmatrix} \\ & = \begin{bmatrix} 12+5+5 & -6-10-5 & 6+5+10 \\ -10-6-5 & 5+12+5 & -5-6-10 \\ 10+5+6 & -5-10-6 & 5+5+12 \end{bmatrix} \\ & = \begin{bmatrix} 22 & -21 & 21 \\ -21 & 22 & -21 \\ 21 & -21 & 22 \end{bmatrix} \end{aligned} $
Now,
$ \begin{aligned} & A^{3}-6 A^{2}+9 A-4 I \\ & = \begin{bmatrix} 22 & -21 & 21 \\ -21 & 22 & -21 \\ 21 & -21 & 22 \end{bmatrix} -6 \begin{bmatrix} 6 & -5 & 5 \\ -5 & 6 & -5 \\ 5 & -5 & 6 \end{bmatrix} +9 \begin{bmatrix} 2 & -1 & 1 \\ -1 & 2 & -1 \\ 1 & -1 & 2 \end{bmatrix} -4 \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} \\ & = \begin{bmatrix} 22 & -21 & 21 \\ -21 & 22 & -21 \\ 21 & -21 & 22 \end{bmatrix} - \begin{bmatrix} 36 & -30 & 30 \\ -30 & 36 & -30 \\ 30 & -30 & 36 \end{bmatrix} + \begin{bmatrix} 18 & -9 & 9 \\ -9 & 18 & -9 \\ 9 & -9 & 18 \end{bmatrix} - \begin{bmatrix} 4 & 0 & 0 \\ 0 & 4 & 0 \\ 0 & 0 & 4 \end{bmatrix} \\ & = \begin{bmatrix} 40 & -30 & 30 \\ -30 & 40 & -30 \\ 30 & -30 & 40 \end{bmatrix} - \begin{bmatrix} 40 & -30 & 30 \\ -30 & 40 & -30 \\ 30 & -30 & 40 \end{bmatrix} = \begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 0 \end{bmatrix} \end{aligned} $
$\therefore A^{3}-6 A^{2}+9 A-4 I=O$
Now,
$$ \begin{align*} & A^{3}-6 A^{2}+9 A-4 I=O \\ & \Rightarrow(A A A) A^{-1}-6(A A) A^{-1}+9 A A^{-1}-4 I A^{-1}=O \\ & \Rightarrow A A(A A^{-1})-6 A(A A^{-1})+9(A A^{-1})=4(I A^{-1}) \\ & \Rightarrow A A I-6 A I+9 I=4 A^{-1} \\ & \Rightarrow A^{2}-6 A+9 I=4 A^{-1} \\ & \Rightarrow A^{-1}=\dfrac{1}{4}(A^{2}-6 A+9 I)\qquad …(1) \end{align*} $$
$ \Rightarrow(A A A) A^{-1}-6(A A) A^{-1}+9 A A^{-1}-4 I A^{-1}=O \quad \quad[\text{ Post-multiplying by } A^{-1} \text{ as }|A| \neq 0] $
$A^{2}-6 A+9 I$
$= \begin{bmatrix} 6 & -5 & 5 \\ -5 & 6 & -5 \\ 5 & -5 & 6\end{bmatrix} -6 \begin{bmatrix} 2 & -1 & 1 \\ -1 & 2 & -1 \\ 1 & -1 & 2\end{bmatrix} +9 \begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 0 \end{bmatrix} $
$= \begin{bmatrix} 6 & -5 & 5 \\ -5 & 6 & -5 \\ 5 & -5 & 6\end{bmatrix} - \begin{bmatrix} 12 & -6 & 6 \\ -6 & 12 & -6 \\ 6 & -6 & 12\end{bmatrix} + \begin{bmatrix} 9 & 0 & 0 \\ 0 & 9 & 0 \\ 0 & 0 & 9 \end{bmatrix} $
$= \begin{bmatrix} 3 & 1 & -1 \\ 1 & 3 & 1 \\ -1 & 1 & 3 \end{bmatrix} $
From equation (1), we have:
$ A^{-1}=\dfrac{1}{4} \begin{bmatrix} 3 & 1 & -1 \\ 1 & 3 & 1 \\ -1 & 1 & 3 \end{bmatrix} $
17. Let $A$ be a nonsingular square matrix of order $3 \times 3$. Then $|adj A|$ is equal to
(A) $|A|$
(B) $|A|^{2}$
(C) $|A|^{3}$
(D) $3|A|$
Show Answer
Solution
We know that,
$(adj A) A=|A| I= \begin{bmatrix} |A| & 0 & 0 \\ 0 & |A| & 0 \\ 0 & 0 & |A| \end{bmatrix} $
$\Rightarrow|(adj A) A|= \begin{vmatrix} |A| & 0 & 0 \\ 0 & |A| & 0 \\ 0 & 0 & |A|\end{vmatrix} $
$\Rightarrow|adj A||A|=|A|^{3} \begin{vmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1\end{vmatrix} =|A|^{3}|I|$
$\therefore|adj A|=|A|^{2}$
Hence, the correct answer is B.
18. If $A$ is an invertible matrix of order 2 , then $det(A^{-1})$ is equal to
(A) $det(A)$
(B) $\dfrac{1}{det(A)}$
(C) 1
(D) 0
Show Answer
Solution
Since $A$ is an invertible matrix, $A^{-1}$ exists and $A^{-1}=\dfrac{1}{|A|}$ adj $A$.
As matrix $A$ is of order 2, let $A= \begin{bmatrix} a & b \\ c & d \end{bmatrix} $.
Then, $|A|=a d-b c$ and $a d j A= \begin{bmatrix} d & -b \\ -c & a \end{bmatrix}$.
Now,
$ \begin{aligned} & A^{-1}=\dfrac{1}{|A|} \text{ adj } A= \begin{bmatrix} \dfrac{d}{|A|} & \dfrac{-b}{|A|} \\ \dfrac{-c}{|A|} & \dfrac{a}{|A|} \end{bmatrix} \\ & \therefore|A^{-1}|= \begin{vmatrix} \dfrac{d}{|A|} & \dfrac{-b}{|A|} \\ \dfrac{-c}{|A|} & \dfrac{a}{|A|} \end{vmatrix} =\dfrac{1}{|A|^{2}} \begin{vmatrix} d & -b \\ -c & a \end{vmatrix} =\dfrac{1}{|A|^{2}}(a d-b c)=\dfrac{1}{|A|^{2}} \cdot|A|=\dfrac{1}{|A|} \\ & \therefore det(A^{-1})=\dfrac{1}{det(A)} \end{aligned} $
Hence, the correct answer is B.