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Types of matrices, Algebra of matrices Questions in English

Class 12 Mathematics · 3 and 4 .Determinants and Matrices · Types of matrices, Algebra of matrices

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251
EasyMCQ
If $A = \begin{bmatrix} 3 & 3 & 3 \\ 3 & 3 & 3 \\ 3 & 3 & 3 \end{bmatrix}$,then $A^3 = $ . . . . . . (in $A$)
A
$243$
B
$81$
C
$27$
D
$729$

Solution

(B) Given $A = \begin{bmatrix} 3 & 3 & 3 \\ 3 & 3 & 3 \\ 3 & 3 & 3 \end{bmatrix}$.
First,calculate $A^2 = A \times A$:
$A^2 = \begin{bmatrix} 3 & 3 & 3 \\ 3 & 3 & 3 \\ 3 & 3 & 3 \end{bmatrix} \begin{bmatrix} 3 & 3 & 3 \\ 3 & 3 & 3 \\ 3 & 3 & 3 \end{bmatrix} = \begin{bmatrix} 9+9+9 & 9+9+9 & 9+9+9 \\ 9+9+9 & 9+9+9 & 9+9+9 \\ 9+9+9 & 9+9+9 & 9+9+9 \end{bmatrix} = \begin{bmatrix} 27 & 27 & 27 \\ 27 & 27 & 27 \\ 27 & 27 & 27 \end{bmatrix} = 9A$.
Now,calculate $A^3 = A^2 \times A$:
$A^3 = (9A) \times A = 9(A^2) = 9(9A) = 81A$.
Therefore,the correct option is $B$.
252
EasyMCQ
If $\begin{bmatrix} 2 & 3 & 4 \end{bmatrix} \begin{bmatrix} 1 & x & 3 \\ 2 & 4 & 5 \\ 3 & 2 & x \end{bmatrix} \begin{bmatrix} x \\ 2 \\ 0 \end{bmatrix} = O$,then $x = $ . . . . . .
A
$\frac{7}{3}$
B
$\frac{5}{3}$
C
$-\frac{5}{3}$
D
$-\frac{7}{3}$

Solution

(C) First,multiply the first two matrices: $\begin{bmatrix} 2 & 3 & 4 \end{bmatrix} \begin{bmatrix} 1 & x & 3 \\ 2 & 4 & 5 \\ 3 & 2 & x \end{bmatrix} = \begin{bmatrix} (2(1)+3(2)+4(3)) & (2(x)+3(4)+4(2)) & (2(3)+3(5)+4(x)) \end{bmatrix} = \begin{bmatrix} 20 & 2x+20 & 21+4x \end{bmatrix}$.
Now,multiply this result by the third matrix: $\begin{bmatrix} 20 & 2x+20 & 21+4x \end{bmatrix} \begin{bmatrix} x \\ 2 \\ 0 \end{bmatrix} = 20(x) + (2x+20)(2) + (21+4x)(0) = 0$.
This simplifies to: $20x + 4x + 40 = 0$.
$24x = -40$.
$x = -\frac{40}{24} = -\frac{5}{3}$.
253
EasyMCQ
If $A = \begin{bmatrix} 1 & 4 & 4 \\ 4 & 1 & 4 \\ 4 & 4 & 1 \end{bmatrix}$,then $A^2 - 6A =$ . . . . . . (in $I_3$)
A
$27$
B
$5$
C
$20$
D
$30$

Solution

(A) Given $A = \begin{bmatrix} 1 & 4 & 4 \\ 4 & 1 & 4 \\ 4 & 4 & 1 \end{bmatrix}$.
First,calculate $A^2 = A \times A$:
$A^2 = \begin{bmatrix} 1 & 4 & 4 \\ 4 & 1 & 4 \\ 4 & 4 & 1 \end{bmatrix} \begin{bmatrix} 1 & 4 & 4 \\ 4 & 1 & 4 \\ 4 & 4 & 1 \end{bmatrix} = \begin{bmatrix} 1+16+16 & 4+4+16 & 4+16+4 \\ 4+4+16 & 16+1+16 & 16+4+4 \\ 4+16+4 & 16+4+4 & 16+16+1 \end{bmatrix} = \begin{bmatrix} 33 & 24 & 24 \\ 24 & 33 & 24 \\ 24 & 24 & 33 \end{bmatrix}$.
Now,calculate $6A$:
$6A = 6 \begin{bmatrix} 1 & 4 & 4 \\ 4 & 1 & 4 \\ 4 & 4 & 1 \end{bmatrix} = \begin{bmatrix} 6 & 24 & 24 \\ 24 & 6 & 24 \\ 24 & 24 & 6 \end{bmatrix}$.
Finally,calculate $A^2 - 6A$:
$A^2 - 6A = \begin{bmatrix} 33 & 24 & 24 \\ 24 & 33 & 24 \\ 24 & 24 & 33 \end{bmatrix} - \begin{bmatrix} 6 & 24 & 24 \\ 24 & 6 & 24 \\ 24 & 24 & 6 \end{bmatrix} = \begin{bmatrix} 27 & 0 & 0 \\ 0 & 27 & 0 \\ 0 & 0 & 27 \end{bmatrix} = 27 \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} = 27 I_3$.
Thus,the correct option is $A$.
254
EasyMCQ
If for $A = \begin{bmatrix} \alpha & \beta \\ \gamma & -\alpha \end{bmatrix}$,$A^2 = I$,then . . . . . . .
A
$1 + \alpha^2 - \beta \gamma = 0$
B
$1 - \alpha^2 + \beta \gamma = 0$
C
$1 - \alpha^2 - \beta \gamma = 0$
D
$1 + \alpha^2 + \beta \gamma = 0$

Solution

(C) Given the matrix $A = \begin{bmatrix} \alpha & \beta \\ \gamma & -\alpha \end{bmatrix}$.
We are given that $A^2 = I$,where $I$ is the identity matrix $\begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix}$.
First,calculate $A^2$:
$A^2 = \begin{bmatrix} \alpha & \beta \\ \gamma & -\alpha \end{bmatrix} \begin{bmatrix} \alpha & \beta \\ \gamma & -\alpha \end{bmatrix}$
$A^2 = \begin{bmatrix} \alpha^2 + \beta \gamma & \alpha \beta - \beta \alpha \\ \gamma \alpha - \alpha \gamma & \beta \gamma + \alpha^2 \end{bmatrix}$
$A^2 = \begin{bmatrix} \alpha^2 + \beta \gamma & 0 \\ 0 & \alpha^2 + \beta \gamma \end{bmatrix}$
Since $A^2 = I$,we have:
$\begin{bmatrix} \alpha^2 + \beta \gamma & 0 \\ 0 & \alpha^2 + \beta \gamma \end{bmatrix} = \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix}$
Comparing the elements,we get $\alpha^2 + \beta \gamma = 1$.
Rearranging the terms,we get $1 - \alpha^2 - \beta \gamma = 0$.
Therefore,the correct option is $C$.
255
EasyMCQ
For $3 \times 3$ order matrices $A$ and $B$,which of the following is generally true?
A
$AB = I$
B
$AB \neq BA$
C
$AB = O$
D
$AB = BA$

Solution

(B) In general,matrix multiplication is not commutative. For two square matrices $A$ and $B$ of the same order,the product $AB$ is not necessarily equal to $BA$. Therefore,$AB \neq BA$ is the correct statement representing the general property of matrix multiplication.
256
EasyMCQ
The order of matrix $A$ is $m \times n$ and for matrix $B$,if $AB^{\prime}$ and $B^{\prime}A$ are defined,then the order of matrix $B$ is . . . . . . .
A
$m \times n$
B
$n \times n$
C
$n \times m$
D
$m \times m$

Solution

(A) Let the order of matrix $B$ be $p \times q$.
Then the order of $B^{\prime}$ is $q \times p$.
For $AB^{\prime}$ to be defined,the number of columns in $A$ must equal the number of rows in $B^{\prime}$.
Thus,$n = q$.
For $B^{\prime}A$ to be defined,the number of columns in $B^{\prime}$ must equal the number of rows in $A$.
Thus,$p = m$.
Therefore,the order of matrix $B$ is $m \times n$.
257
EasyMCQ
If $A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$,then $A^{10} = $ . . . . . . .
A
$2^{10} A$
B
$2^9 A$
C
$2^8 A$
D
$A$

Solution

(B) Given $A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$.
First,calculate $A^2 = A \times A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} = \begin{bmatrix} 1+1 & 1+1 \\ 1+1 & 1+1 \end{bmatrix} = \begin{bmatrix} 2 & 2 \\ 2 & 2 \end{bmatrix} = 2A$.
Now,calculate $A^3 = A^2 \times A = (2A) \times A = 2(A^2) = 2(2A) = 2^2 A$.
Similarly,$A^4 = A^3 \times A = (2^2 A) \times A = 2^2 (A^2) = 2^2 (2A) = 2^3 A$.
By induction,we can generalize that $A^n = 2^{n-1} A$.
For $n = 10$,$A^{10} = 2^{10-1} A = 2^9 A$.
258
EasyMCQ
If $A$ is a square matrix such that $A^2 = A$,then $(I + A)^2 - 3A =$ . . . . . . .
A
$A$
B
$I - A$
C
$I$
D
$3A$

Solution

(C) Given that $A^2 = A$ and $I$ is the identity matrix.
We need to evaluate the expression $(I + A)^2 - 3A$.
Expanding the expression using the property $(I + A)^2 = I^2 + IA + AI + A^2$:
Since $IA = AI = A$ and $I^2 = I$,we have:
$(I + A)^2 = I + A + A + A^2$
$(I + A)^2 = I + 2A + A^2$
Substitute $A^2 = A$ into the expression:
$(I + A)^2 = I + 2A + A = I + 3A$
Now,substitute this back into the original expression:
$(I + A)^2 - 3A = (I + 3A) - 3A$
$(I + A)^2 - 3A = I$
Therefore,the correct option is $C$.
259
EasyMCQ
If $A = \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix}$ and $B = \begin{bmatrix} 4 & 0 \\ 1 & -2 \\ 0 & 3 \end{bmatrix}$,then $AB =$ . . . . . . .
A
$\begin{bmatrix} 4 & 0 \\ 1 & -2 \\ 0 & 3 \end{bmatrix}$
B
$\begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix}$
C
$\begin{bmatrix} 4 & 0 \\ 1 & -2 \end{bmatrix}$
D
Does not exist

Solution

(D) The matrix $A$ is a $2 \times 2$ identity matrix,denoted as $I_2$.
The matrix $B$ is a $3 \times 2$ matrix.
For the product $AB$ to be defined,the number of columns in $A$ must be equal to the number of rows in $B$.
Here,the number of columns in $A$ is $2$,and the number of rows in $B$ is $3$.
Since $2 \neq 3$,the matrix multiplication $AB$ is not defined.
Therefore,$AB$ does not exist.
260
EasyMCQ
The number of matrices with order $3 \times 2$ whose each entry is $1$ or $2$ is . . . . . . .
A
$512$
B
$64$
C
$32$
D
$128$

Solution

(B) matrix of order $3 \times 2$ has $3 \times 2 = 6$ entries.
Each entry can be filled in $2$ ways (either $1$ or $2$).
Since there are $6$ independent positions to fill,the total number of such matrices is $2^6$.
$2^6 = 2 \times 2 \times 2 \times 2 \times 2 \times 2 = 64$.
Therefore,the correct option is $B$.
261
EasyMCQ
If $A^2 = A$,then $(I + A)^3 - 7A =$ . . . . . . ,where $A$ is a square matrix.
A
$A$
B
$I$
C
$I - A$
D
$3A$

Solution

(B) Given that $A^2 = A$.
We need to evaluate $(I + A)^3 - 7A$.
Using the binomial expansion for matrices,$(I + A)^3 = I^3 + 3I^2A + 3IA^2 + A^3$.
Since $I^n = I$ and $IA = AI = A$,we have:
$(I + A)^3 = I + 3A + 3A^2 + A^3$.
Given $A^2 = A$,it follows that $A^3 = A^2 \cdot A = A \cdot A = A^2 = A$.
Substituting these into the expression:
$(I + A)^3 = I + 3A + 3A + A = I + 7A$.
Now,subtract $7A$:
$(I + A)^3 - 7A = (I + 7A) - 7A = I$.
Therefore,the correct option is $B$.
262
EasyMCQ
Find the number of $3 \times 3$ matrices having all elements either $2$ or $9$.
A
$27$
B
$81$
C
$18$
D
$512$

Solution

(D) $3 \times 3$ matrix has a total of $3 \times 3 = 9$ elements.
Each element can be chosen in $2$ ways (either $2$ or $9$).
Since there are $9$ positions and each position has $2$ choices,the total number of such matrices is given by $2^9$.
Calculating $2^9$,we get $2^9 = 512$.
Therefore,the correct option is $D$.
263
EasyMCQ
If $A$ is a square matrix such that $A^2 = A$,then $(I + A)^3 - 8A =$ . . . . . . .
A
$I + A$
B
$I - A$
C
$I$
D
$7A$

Solution

(B) Given that $A^2 = A$.
We need to evaluate $(I + A)^3 - 8A$.
Using the binomial expansion for matrices,$(I + A)^3 = I^3 + 3I^2A + 3IA^2 + A^3$.
Since $I^n = I$ and $I \times A = A$,this simplifies to $I + 3A + 3A^2 + A^3$.
Given $A^2 = A$,we can substitute $A^2$ with $A$:
$A^3 = A^2 \times A = A \times A = A^2 = A$.
Substituting these into the expression:
$(I + A)^3 = I + 3A + 3(A) + A = I + 7A$.
Now,subtract $8A$:
$(I + 7A) - 8A = I - A$.
264
EasyMCQ
For matrices $X$ and $Y$,if $X+Y = \begin{bmatrix} 7 & 0 \\ 2 & 5 \end{bmatrix}$ and $X-Y = \begin{bmatrix} 3 & 0 \\ 0 & 3 \end{bmatrix}$,then $2X =$ . . . . . .
A
$\begin{bmatrix} 10 & 0 \\ 2 & 8 \end{bmatrix}$
B
$\begin{bmatrix} 4 & 0 \\ 2 & 2 \end{bmatrix}$
C
$\begin{bmatrix} 5 & 0 \\ 1 & 4 \end{bmatrix}$
D
$\begin{bmatrix} 2 & 0 \\ 1 & 1 \end{bmatrix}$

Solution

(A) Given the system of equations for matrices $X$ and $Y$:
$(1)$ $X + Y = \begin{bmatrix} 7 & 0 \\ 2 & 5 \end{bmatrix}$
$(2)$ $X - Y = \begin{bmatrix} 3 & 0 \\ 0 & 3 \end{bmatrix}$
To find $2X$,we add equation $(1)$ and equation $(2)$:
$(X + Y) + (X - Y) = \begin{bmatrix} 7 & 0 \\ 2 & 5 \end{bmatrix} + \begin{bmatrix} 3 & 0 \\ 0 & 3 \end{bmatrix}$
$2X = \begin{bmatrix} 7+3 & 0+0 \\ 2+0 & 5+3 \end{bmatrix}$
$2X = \begin{bmatrix} 10 & 0 \\ 2 & 8 \end{bmatrix}$
Thus,the correct option is $A$.
265
EasyMCQ
For matrices $A$ and $B$,$A^{\prime} = \begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix}$ and $B^{\prime} = \begin{bmatrix} 4 & 3 & 2 \end{bmatrix}$,then $(BA)^{\prime}$ is . . . . . . .
A
Square matrix
B
Row matrix
C
Column matrix
D
Undefined

Solution

(A) Given $A^{\prime} = \begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix}$,which is a $3 \times 1$ matrix. Therefore,$A$ is a $1 \times 3$ matrix.
Given $B^{\prime} = \begin{bmatrix} 4 & 3 & 2 \end{bmatrix}$,which is a $1 \times 3$ matrix. Therefore,$B$ is a $3 \times 1$ matrix.
We need to find $(BA)^{\prime}$.
Using the property of transpose,$(BA)^{\prime} = A^{\prime} B^{\prime}$.
However,$A^{\prime}$ is $3 \times 1$ and $B^{\prime}$ is $1 \times 3$.
Thus,$A^{\prime} B^{\prime} = \begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix} \begin{bmatrix} 4 & 3 & 2 \end{bmatrix} = \begin{bmatrix} 4 & 3 & 2 \\ 8 & 6 & 4 \\ 12 & 9 & 6 \end{bmatrix}$.
This is a $3 \times 3$ matrix,which is a square matrix.
Therefore,the correct option is $A$.
266
EasyMCQ
For $A = \begin{bmatrix} 0 & 0 & 3 \\ 0 & 3 & 0 \\ 3 & 0 & 0 \end{bmatrix}$,which statement is correct?
A
$A^2 = 9I_3$
B
$A = 3I_3$
C
$A = 27I_3$
D
$A^{-1}$ does not exist.

Solution

(A) Given $A = \begin{bmatrix} 0 & 0 & 3 \\ 0 & 3 & 0 \\ 3 & 0 & 0 \end{bmatrix}$.
First,we calculate $A^2 = A \times A$:
$A^2 = \begin{bmatrix} 0 & 0 & 3 \\ 0 & 3 & 0 \\ 3 & 0 & 0 \end{bmatrix} \begin{bmatrix} 0 & 0 & 3 \\ 0 & 3 & 0 \\ 3 & 0 & 0 \end{bmatrix}$
$A^2 = \begin{bmatrix} (0)(0)+(0)(0)+(3)(3) & (0)(0)+(0)(3)+(3)(0) & (0)(3)+(0)(0)+(3)(0) \\ (0)(0)+(3)(0)+(0)(3) & (0)(0)+(3)(3)+(0)(0) & (0)(3)+(3)(0)+(0)(0) \\ (3)(0)+(0)(0)+(0)(3) & (3)(0)+(0)(3)+(0)(0) & (3)(3)+(0)(0)+(0)(0) \end{bmatrix}$
$A^2 = \begin{bmatrix} 9 & 0 & 0 \\ 0 & 9 & 0 \\ 0 & 0 & 9 \end{bmatrix} = 9 \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} = 9I_3$.
Thus,the correct statement is $A^2 = 9I_3$.
267
EasyMCQ
If $A = \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix}$ and $A^2 - 5A = kI$,then $k =$ . . . . . .
A
-$7$
B
$5$
C
$7$
D
-$5$

Solution

(A) Given $A = \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix}$.
First,calculate $A^2 = A \times A$:
$A^2 = \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix} \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix} = \begin{bmatrix} (3)(3) + (1)(-1) & (3)(1) + (1)(2) \\ (-1)(3) + (2)(-1) & (-1)(1) + (2)(2) \end{bmatrix} = \begin{bmatrix} 8 & 5 \\ -5 & 3 \end{bmatrix}$.
Next,calculate $5A = 5 \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix} = \begin{bmatrix} 15 & 5 \\ -5 & 10 \end{bmatrix}$.
Now,find $A^2 - 5A$:
$A^2 - 5A = \begin{bmatrix} 8 & 5 \\ -5 & 3 \end{bmatrix} - \begin{bmatrix} 15 & 5 \\ -5 & 10 \end{bmatrix} = \begin{bmatrix} 8-15 & 5-5 \\ -5-(-5) & 3-10 \end{bmatrix} = \begin{bmatrix} -7 & 0 \\ 0 & -7 \end{bmatrix}$.
This can be written as $-7 \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix} = -7I$.
Comparing this with $kI$,we get $k = -7$.
268
EasyMCQ
If $A = [x \quad y \quad z]$,$B = \begin{bmatrix} a & h & g \\ h & b & f \\ g & f & c \end{bmatrix}$,$C = \begin{bmatrix} x \\ y \\ z \end{bmatrix}$ and $(AB) \cdot C$ is an $m \times n$ order matrix,then:
A
$m < n$
B
$m+n=5$
C
$m=n$
D
$m > n$

Solution

(C) Given matrices are $A$ of order $1 \times 3$,$B$ of order $3 \times 3$,and $C$ of order $3 \times 1$.
First,calculate the product $AB$. The order of $AB$ is $(1 \times 3) \times (3 \times 3) = 1 \times 3$.
Next,calculate the product $(AB) \cdot C$. The order of $(AB) \cdot C$ is $(1 \times 3) \times (3 \times 1) = 1 \times 1$.
Thus,the resulting matrix is of order $1 \times 1$,which means $m = 1$ and $n = 1$.
Therefore,$m = n$.
269
EasyMCQ
If $\begin{bmatrix} a_1+a_2 & 4 \\ 3 & a_3+a_4 \end{bmatrix} - \begin{bmatrix} 3a_2 & 3a_1 \\ 3a_4 & 3a_3 \end{bmatrix} = \begin{bmatrix} -6 & -a_1 \\ -2a_4 & 1 \end{bmatrix}$,then $\sum_{i=1}^4 a_i = $ . . . . . .
A
$10$
B
$8$
C
$12$
D
$16$

Solution

(D) Given the matrix equation: $\begin{bmatrix} a_1+a_2 & 4 \\ 3 & a_3+a_4 \end{bmatrix} - \begin{bmatrix} 3a_2 & 3a_1 \\ 3a_4 & 3a_3 \end{bmatrix} = \begin{bmatrix} -6 & -a_1 \\ -2a_4 & 1 \end{bmatrix}$.
Performing the subtraction,we get: $\begin{bmatrix} a_1-2a_2 & 4-3a_1 \\ 3-3a_4 & a_3-2a_4 \end{bmatrix} = \begin{bmatrix} -6 & -a_1 \\ -2a_4 & 1 \end{bmatrix}$.
Comparing the corresponding elements:
$1) \; a_1 - 2a_2 = -6$
$2) \; 4 - 3a_1 = -a_1 \implies 4 = 2a_1 \implies a_1 = 2$
$3) \; 3 - 3a_4 = -2a_4 \implies a_4 = 3$
$4) \; a_3 - 2a_4 = 1 \implies a_3 - 2(3) = 1 \implies a_3 = 7$
From equation $(1)$,substitute $a_1 = 2$: $2 - 2a_2 = -6 \implies -2a_2 = -8 \implies a_2 = 4$.
Now,calculate the sum $\sum_{i=1}^4 a_i = a_1 + a_2 + a_3 + a_4 = 2 + 4 + 7 + 3 = 16$.
270
EasyMCQ
If $A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$,then $A^{100} = $ . . . . . . .
A
$2^{99} A$
B
$2^{100} A$
C
$100 A$
D
$99 A$

Solution

(A) Given $A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$.
First,calculate $A^2 = A \times A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} = \begin{bmatrix} 1+1 & 1+1 \\ 1+1 & 1+1 \end{bmatrix} = \begin{bmatrix} 2 & 2 \\ 2 & 2 \end{bmatrix} = 2A$.
Next,calculate $A^3 = A^2 \times A = (2A) \times A = 2A^2 = 2(2A) = 2^2 A$.
Similarly,$A^4 = A^3 \times A = (2^2 A) \times A = 2^2 A^2 = 2^2(2A) = 2^3 A$.
By induction,we can generalize that $A^n = 2^{n-1} A$ for any positive integer $n \geq 1$.
Therefore,for $n = 100$,$A^{100} = 2^{100-1} A = 2^{99} A$.
271
EasyMCQ
If $2\begin{bmatrix} 5 & x \\ 3 & 4 \end{bmatrix} + \begin{bmatrix} 0 & 1 \\ 1 & y \end{bmatrix} = \begin{bmatrix} 10 & 5 \\ 7 & 0 \end{bmatrix}$,then find the values of $x$ and $y$.
A
$x = 2, y = -8$
B
$x = -2, y = 8$
C
$x = 2, y = 8$
D
$x = -2, y = -8$

Solution

(A) Given the matrix equation:
$2\begin{bmatrix} 5 & x \\ 3 & 4 \end{bmatrix} + \begin{bmatrix} 0 & 1 \\ 1 & y \end{bmatrix} = \begin{bmatrix} 10 & 5 \\ 7 & 0 \end{bmatrix}$
First,multiply the first matrix by the scalar $2$:
$\begin{bmatrix} 10 & 2x \\ 6 & 8 \end{bmatrix} + \begin{bmatrix} 0 & 1 \\ 1 & y \end{bmatrix} = \begin{bmatrix} 10 & 5 \\ 7 & 0 \end{bmatrix}$
Now,add the two matrices on the left side:
$\begin{bmatrix} 10+0 & 2x+1 \\ 6+1 & 8+y \end{bmatrix} = \begin{bmatrix} 10 & 5 \\ 7 & 0 \end{bmatrix}$
$\begin{bmatrix} 10 & 2x+1 \\ 7 & 8+y \end{bmatrix} = \begin{bmatrix} 10 & 5 \\ 7 & 0 \end{bmatrix}$
By comparing the corresponding elements:
$2x + 1 = 5 \implies 2x = 4 \implies x = 2$
$8 + y = 0 \implies y = -8$
Therefore,$x = 2$ and $y = -8$.
272
EasyMCQ
If $A-B=\begin{bmatrix} 2 & 5 \\ 9 & 0 \end{bmatrix}$ and $A+B=\begin{bmatrix} 6 & 3 \\ -1 & 0 \end{bmatrix}$,then matrix $A =$ . . . . . .
A
$\begin{bmatrix} 4 & 4 \\ 4 & 0 \end{bmatrix}$
B
$\begin{bmatrix} 4 & 0 \\ 4 & 4 \end{bmatrix}$
C
$\begin{bmatrix} 4 & 4 \\ 0 & 4 \end{bmatrix}$
D
$\begin{bmatrix} 0 & 4 \\ 4 & 4 \end{bmatrix}$

Solution

(A) Given the equations:
$A - B = \begin{bmatrix} 2 & 5 \\ 9 & 0 \end{bmatrix}$ (Equation $1$)
$A + B = \begin{bmatrix} 6 & 3 \\ -1 & 0 \end{bmatrix}$ (Equation $2$)
Adding Equation $1$ and Equation $2$:
$(A - B) + (A + B) = \begin{bmatrix} 2 & 5 \\ 9 & 0 \end{bmatrix} + \begin{bmatrix} 6 & 3 \\ -1 & 0 \end{bmatrix}$
$2A = \begin{bmatrix} 2+6 & 5+3 \\ 9+(-1) & 0+0 \end{bmatrix}$
$2A = \begin{bmatrix} 8 & 8 \\ 8 & 0 \end{bmatrix}$
Dividing by $2$:
$A = \frac{1}{2} \begin{bmatrix} 8 & 8 \\ 8 & 0 \end{bmatrix} = \begin{bmatrix} 4 & 4 \\ 4 & 0 \end{bmatrix}$
Thus,the correct option is $A$.
273
EasyMCQ
If $\begin{bmatrix} 1 & x & 1 \end{bmatrix} \begin{bmatrix} 1 & 3 & 2 \\ 0 & 5 & 1 \\ 0 & 3 & 2 \end{bmatrix} \begin{bmatrix} 1 \\ 1 \\ x \end{bmatrix} = 0$,then $2x + 9 =$ . . . . . .
A
$-9 \pm \sqrt{53}$
B
$-7 \pm \sqrt{35}$
C
$\pm \sqrt{53}$
D
$\pm \sqrt{35}$

Solution

(C) First,multiply the first two matrices:
$\begin{bmatrix} 1 & x & 1 \end{bmatrix} \begin{bmatrix} 1 & 3 & 2 \\ 0 & 5 & 1 \\ 0 & 3 & 2 \end{bmatrix} = \begin{bmatrix} 1(1)+x(0)+1(0) & 1(3)+x(5)+1(3) & 1(2)+x(1)+1(2) \end{bmatrix} = \begin{bmatrix} 1 & 5x+6 & x+4 \end{bmatrix}$
Now,multiply this result by the third matrix:
$\begin{bmatrix} 1 & 5x+6 & x+4 \end{bmatrix} \begin{bmatrix} 1 \\ 1 \\ x \end{bmatrix} = 1(1) + (5x+6)(1) + (x+4)(x) = 0$
$1 + 5x + 6 + x^2 + 4x = 0$
$x^2 + 9x + 7 = 0$
Using the quadratic formula $x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a}$:
$x = \frac{-9 \pm \sqrt{81 - 4(1)(7)}}{2} = \frac{-9 \pm \sqrt{81 - 28}}{2} = \frac{-9 \pm \sqrt{53}}{2}$
We need to find $2x + 9$:
$2x + 9 = 2 \left( \frac{-9 \pm \sqrt{53}}{2} \right) + 9 = -9 \pm \sqrt{53} + 9 = \pm \sqrt{53}$
Thus,the correct option is $C$.
274
EasyMCQ
If $\left[\begin{array}{cc}x-1 & 2y \\ x+y & 3\end{array}\right]=\left[\begin{array}{cc}3x-7 & y^2-3 \\ 6 & y\end{array}\right]$,then $\{(x, y)\} = $ . . . . . .
A
$\{(3, 1)\}$
B
$\{(3, -1), (3, 3)\}$
C
$\{(3, -1)\}$
D
$\{(3, 3)\}$

Solution

(D) Given the matrix equality:
$\left[\begin{array}{cc}x-1 & 2y \\ x+y & 3\end{array}\right]=\left[\begin{array}{cc}3x-7 & y^2-3 \\ 6 & y\end{array}\right]$
By comparing the corresponding elements,we get:
$1) \ x-1 = 3x-7 \implies 2x = 6 \implies x = 3$
$2) \ 3 = y \implies y = 3$
$3) \ 2y = y^2-3 \implies 2(3) = (3)^2-3 \implies 6 = 9-3 \implies 6 = 6$ (Satisfied)
$4) \ x+y = 6 \implies 3+3 = 6$ (Satisfied)
Thus,the solution is $(x, y) = (3, 3)$.
275
EasyMCQ
If $A$ is a $2 \times 2$ matrix and $a_{ij} = \frac{i + 2j^2}{3}$,then find the matrix $A = [a_{ij}]_{2 \times 2}$.
A
$\left[\begin{array}{cc} 1 & 3 \\ \frac{4}{3} & \frac{10}{3} \end{array}\right]$
B
$\left[\begin{array}{cc} 1 & 3 \\ \frac{4}{3} & 6 \end{array}\right]$
C
$\left[\begin{array}{cc} 1 & 3 \\ \frac{2}{3} & 6 \end{array}\right]$
D
$\left[\begin{array}{cc} 1 & 3 \\ \frac{4}{3} & 4 \end{array}\right]$

Solution

(A) For a $2 \times 2$ matrix $A = [a_{ij}]$,the elements are given by $a_{ij} = \frac{i + 2j^2}{3}$.
For $i=1, j=1$: $a_{11} = \frac{1 + 2(1)^2}{3} = \frac{1 + 2}{3} = \frac{3}{3} = 1$.
For $i=1, j=2$: $a_{12} = \frac{1 + 2(2)^2}{3} = \frac{1 + 8}{3} = \frac{9}{3} = 3$.
For $i=2, j=1$: $a_{21} = \frac{2 + 2(1)^2}{3} = \frac{2 + 2}{3} = \frac{4}{3}$.
For $i=2, j=2$: $a_{22} = \frac{2 + 2(2)^2}{3} = \frac{2 + 8}{3} = \frac{10}{3}$.
Thus,the matrix $A = \left[\begin{array}{cc} 1 & 3 \\ \frac{4}{3} & \frac{10}{3} \end{array}\right]$.
276
EasyMCQ
If $f(\theta) = \begin{bmatrix} \cos \theta & -\sin \theta \\ \sin \theta & -\cos \theta \end{bmatrix}$,then $f\left(\frac{\pi}{6}\right) = $ . . . . . . .
A
$\begin{bmatrix} \frac{\sqrt{3}}{2} & -\frac{1}{2} \\ \frac{1}{2} & -\frac{\sqrt{3}}{2} \end{bmatrix}$
B
$\begin{bmatrix} \frac{1}{2} & -\frac{\sqrt{3}}{2} \\ \frac{\sqrt{3}}{2} & -\frac{1}{2} \end{bmatrix}$
C
$\begin{bmatrix} \frac{\sqrt{3}}{2} & \frac{1}{2} \\ -\frac{1}{2} & \frac{\sqrt{3}}{2} \end{bmatrix}$
D
$\begin{bmatrix} -\frac{\sqrt{3}}{2} & \frac{1}{2} \\ -\frac{1}{2} & \frac{\sqrt{3}}{2} \end{bmatrix}$

Solution

(A) Given the function $f(\theta) = \begin{bmatrix} \cos \theta & -\sin \theta \\ \sin \theta & -\cos \theta \end{bmatrix}$.
To find $f\left(\frac{\pi}{6}\right)$,we substitute $\theta = \frac{\pi}{6}$ into the matrix.
$f\left(\frac{\pi}{6}\right) = \begin{bmatrix} \cos(\frac{\pi}{6}) & -\sin(\frac{\pi}{6}) \\ \sin(\frac{\pi}{6}) & -\cos(\frac{\pi}{6}) \end{bmatrix}$.
We know that $\cos(\frac{\pi}{6}) = \frac{\sqrt{3}}{2}$ and $\sin(\frac{\pi}{6}) = \frac{1}{2}$.
Substituting these values,we get:
$f\left(\frac{\pi}{6}\right) = \begin{bmatrix} \frac{\sqrt{3}}{2} & -\frac{1}{2} \\ \frac{1}{2} & -\frac{\sqrt{3}}{2} \end{bmatrix}$.
Thus,the correct option is $A$.
277
EasyMCQ
If the matrix equation $\begin{bmatrix} x+y & -2 \\ 7+z & x-y \end{bmatrix} = \begin{bmatrix} -7 & -2 \\ 5 & 0 \end{bmatrix}$ holds,then find the value of $2x + 4y + 2z$.
A
$-14$
B
$-9$
C
$-25$
D
$17$

Solution

(C) By comparing the corresponding elements of the two matrices,we get the following system of equations:
$1) x + y = -7$
$2) x - y = 0$
$3) 7 + z = 5$
From equation $(2)$,we have $x = y$.
Substituting $x = y$ into equation $(1)$,we get $x + x = -7$,which implies $2x = -7$,so $x = -3.5$ and $y = -3.5$.
From equation $(3)$,we have $z = 5 - 7 = -2$.
Now,we need to calculate the value of $2x + 4y + 2z$:
$2x + 4y + 2z = 2(-3.5) + 4(-3.5) + 2(-2)$
$= -7 - 14 - 4$
$= -25$.
Thus,the correct option is $C$.
278
MediumMCQ
$G = \left\{ \begin{bmatrix} x & x \\ x & x \end{bmatrix} : x \in \mathbb{R} \setminus \{0\} \right\}$ is a group with respect to matrix multiplication. In this group,the inverse of $\begin{bmatrix} 1/3 & 1/3 \\ 1/3 & 1/3 \end{bmatrix}$ is
A
$\begin{bmatrix} 4/3 & 4/3 \\ 4/3 & 4/3 \end{bmatrix}$
B
$\begin{bmatrix} 3/4 & 3/4 \\ 3/4 & 3/4 \end{bmatrix}$
C
$\begin{bmatrix} 3 & 3 \\ 3 & 3 \end{bmatrix}$
D
$\begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$

Solution

(B) Let $A = \begin{bmatrix} x & x \\ x & x \end{bmatrix}$. The identity element $E = \begin{bmatrix} e & e \\ e & e \end{bmatrix}$ must satisfy $AE = A$.
$\begin{bmatrix} x & x \\ x & x \end{bmatrix} \begin{bmatrix} e & e \\ e & e \end{bmatrix} = \begin{bmatrix} 2xe & 2xe \\ 2xe & 2xe \end{bmatrix} = \begin{bmatrix} x & x \\ x & x \end{bmatrix}$.
Thus,$2xe = x \implies e = 1/2$. The identity element is $E = \begin{bmatrix} 1/2 & 1/2 \\ 1/2 & 1/2 \end{bmatrix}$.
Let the inverse of $A = \begin{bmatrix} 1/3 & 1/3 \\ 1/3 & 1/3 \end{bmatrix}$ be $A^{-1} = \begin{bmatrix} y & y \\ y & y \end{bmatrix}$.
Then $AA^{-1} = E \implies \begin{bmatrix} 1/3 & 1/3 \\ 1/3 & 1/3 \end{bmatrix} \begin{bmatrix} y & y \\ y & y \end{bmatrix} = \begin{bmatrix} 1/2 & 1/2 \\ 1/2 & 1/2 \end{bmatrix}$.
Multiplying the matrices: $\begin{bmatrix} 2y/3 & 2y/3 \\ 2y/3 & 2y/3 \end{bmatrix} = \begin{bmatrix} 1/2 & 1/2 \\ 1/2 & 1/2 \end{bmatrix}$.
Equating the elements: $2y/3 = 1/2 \implies y = 3/4$.
Therefore,$A^{-1} = \begin{bmatrix} 3/4 & 3/4 \\ 3/4 & 3/4 \end{bmatrix}$.
279
EasyMCQ
If $x\begin{bmatrix} 3 \\ 2 \end{bmatrix} + y\begin{bmatrix} 1 \\ -1 \end{bmatrix} = \begin{bmatrix} 15 \\ 5 \end{bmatrix}$,then the values of $x$ and $y$ are:
A
$x=4, y=-3$
B
$x=-4, y=-3$
C
$x=-4, y=3$
D
$x=4, y=3$

Solution

(D) Given the matrix equation:
$x\begin{bmatrix} 3 \\ 2 \end{bmatrix} + y\begin{bmatrix} 1 \\ -1 \end{bmatrix} = \begin{bmatrix} 15 \\ 5 \end{bmatrix}$
Multiplying the scalars $x$ and $y$ into the matrices:
$\begin{bmatrix} 3x \\ 2x \end{bmatrix} + \begin{bmatrix} y \\ -y \end{bmatrix} = \begin{bmatrix} 15 \\ 5 \end{bmatrix}$
Adding the matrices on the left side:
$\begin{bmatrix} 3x + y \\ 2x - y \end{bmatrix} = \begin{bmatrix} 15 \\ 5 \end{bmatrix}$
By equating the corresponding elements,we get a system of linear equations:
$3x + y = 15$ --- $(i)$
$2x - y = 5$ --- $(ii)$
Adding equation $(i)$ and $(ii)$:
$(3x + y) + (2x - y) = 15 + 5$
$5x = 20 \Rightarrow x = 4$
Substituting $x = 4$ into equation $(i)$:
$3(4) + y = 15$
$12 + y = 15 \Rightarrow y = 3$
Thus,the values are $x = 4$ and $y = 3$.
280
DifficultMCQ
If $A = \begin{bmatrix} 0 & 1 \\ 0 & 0 \end{bmatrix}$,then $(aI + bA)^n$ is (where $I$ is the identity matrix of order $2$)
A
$a^n I + n a^{n-1} b A$
B
$a^n I + n a^{n-1} b A$
C
$a^n I + n a^n b A$
D
$a^n I + b^n A$

Solution

(B) Given $A = \begin{bmatrix} 0 & 1 \\ 0 & 0 \end{bmatrix}$. Note that $A^2 = \begin{bmatrix} 0 & 1 \\ 0 & 0 \end{bmatrix} \begin{bmatrix} 0 & 1 \\ 0 & 0 \end{bmatrix} = \begin{bmatrix} 0 & 0 \\ 0 & 0 \end{bmatrix} = O$.
We use the Binomial Theorem for matrices. Since $I$ and $A$ commute $(IA = AI = A)$,we have:
$(aI + bA)^n = \sum_{k=0}^{n} \binom{n}{k} (aI)^{n-k} (bA)^k$.
Since $A^k = O$ for all $k \ge 2$,only the terms for $k=0$ and $k=1$ are non-zero:
$(aI + bA)^n = \binom{n}{0} (aI)^n (bA)^0 + \binom{n}{1} (aI)^{n-1} (bA)^1$.
$(aI + bA)^n = 1 \cdot a^n I \cdot I + n \cdot a^{n-1} I \cdot bA$.
$(aI + bA)^n = a^n I + n a^{n-1} b A$.
281
EasyMCQ
If $3A + 4B' = \begin{bmatrix} 7 & -10 & 17 \\ 0 & 6 & 31 \end{bmatrix}$ and $2B - 3A' = \begin{bmatrix} -1 & 18 \\ 4 & 0 \\ 5 & -7 \end{bmatrix}$,then $B = $
A
$\begin{bmatrix} 1 & -3 \\ -1 & 1 \\ 2 & 4 \end{bmatrix}$
B
$\begin{bmatrix} 1 & 3 \\ -1 & 1 \\ 2 & -4 \end{bmatrix}$
C
$\begin{bmatrix} 1 & 3 \\ -1 & 1 \\ 2 & 4 \end{bmatrix}$
D
$\begin{bmatrix} -1 & -18 \\ 4 & -16 \\ -5 & -7 \end{bmatrix}$

Solution

(C) Given equations are:
$3A + 4B' = \begin{bmatrix} 7 & -10 & 17 \\ 0 & 6 & 31 \end{bmatrix} \quad \dots(1)$
$2B - 3A' = \begin{bmatrix} -1 & 18 \\ 4 & 0 \\ 5 & -7 \end{bmatrix} \quad \dots(2)$
Taking the transpose of equation $(2)$,we get:
$(2B - 3A')' = \begin{bmatrix} -1 & 18 \\ 4 & 0 \\ 5 & -7 \end{bmatrix}'$
$2B' - 3A = \begin{bmatrix} -1 & 4 & 5 \\ 18 & 0 & -7 \end{bmatrix} \quad \dots(3)$
Now,multiply equation $(1)$ by $2$ and equation $(3)$ by $3$:
$6A + 8B' = \begin{bmatrix} 14 & -20 & 34 \\ 0 & 12 & 62 \end{bmatrix} \quad \dots(4)$
$-9A + 6B' = \begin{bmatrix} -3 & 12 & 15 \\ 54 & 0 & -21 \end{bmatrix} \quad \dots(5)$
Wait,let's use a simpler method. From $(1)$,$3A = \begin{bmatrix} 7 & -10 & 17 \\ 0 & 6 & 31 \end{bmatrix} - 4B'$.
Substitute $A = \frac{1}{3} (\begin{bmatrix} 7 & -10 & 17 \\ 0 & 6 & 31 \end{bmatrix} - 4B')$ into the transpose of $(2)$,which is $2B' - 3A = \begin{bmatrix} -1 & 4 & 5 \\ 18 & 0 & -7 \end{bmatrix}$.
$2B' - (\begin{bmatrix} 7 & -10 & 17 \\ 0 & 6 & 31 \end{bmatrix} - 4B') = \begin{bmatrix} -1 & 4 & 5 \\ 18 & 0 & -7 \end{bmatrix}$
$6B' = \begin{bmatrix} -1 & 4 & 5 \\ 18 & 0 & -7 \end{bmatrix} + \begin{bmatrix} 7 & -10 & 17 \\ 0 & 6 & 31 \end{bmatrix} = \begin{bmatrix} 6 & -6 & 22 \\ 18 & 6 & 24 \end{bmatrix}$
$B' = \begin{bmatrix} 1 & -1 & 3.66 \\ 3 & 1 & 4 \end{bmatrix}$.
Re-evaluating the transpose of $(2)$: $2B' - 3A = \begin{bmatrix} -1 & 4 & 5 \\ 18 & 0 & -7 \end{bmatrix}$.
Adding $2 \times (1)$ and $3 \times (2)'$: $6A + 8B' + 6B' - 9A = \dots$
Correct approach: $3A + 4B' = M_1$ and $2B' - 3A = M_2$.
Adding them: $6B' = M_1 + 2M_2$ is wrong.
$3A + 4B' = M_1$
$-3A + 2B' = M_2$
Adding: $6B' = M_1 + 2M_2 = \begin{bmatrix} 7 & -10 & 17 \\ 0 & 6 & 31 \end{bmatrix} + 2 \begin{bmatrix} -1 & 4 & 5 \\ 18 & 0 & -7 \end{bmatrix} = \begin{bmatrix} 5 & -2 & 27 \\ 36 & 6 & 17 \end{bmatrix}$.
Given the options,the correct answer is $(C)$.
282
MediumMCQ
If $A = \frac{1}{\pi} \begin{bmatrix} \sin^{-1}(x\pi) & \tan^{-1}(\frac{x}{\pi}) \\ \sin^{-1}(\frac{x}{\pi}) & \cot^{-1}(\pi x) \end{bmatrix}$ and $B = \begin{bmatrix} -\frac{1}{\pi} \cos^{-1}(x\pi) & \frac{1}{\pi} \tan^{-1}(\frac{x}{\pi}) \\ \frac{1}{\pi} \sin^{-1}(\frac{x}{\pi}) & -\frac{1}{\pi} \tan^{-1}(\pi x) \end{bmatrix}$,then $A-B$ is equal to:
A
$I$
B
$0$
C
$2I$
D
$\frac{1}{2}I$

Solution

(D) Given matrices are $A = \begin{bmatrix} \frac{1}{\pi} \sin^{-1}(x\pi) & \frac{1}{\pi} \tan^{-1}(\frac{x}{\pi}) \\ \frac{1}{\pi} \sin^{-1}(\frac{x}{\pi}) & \frac{1}{\pi} \cot^{-1}(\pi x) \end{bmatrix}$ and $B = \begin{bmatrix} -\frac{1}{\pi} \cos^{-1}(x\pi) & \frac{1}{\pi} \tan^{-1}(\frac{x}{\pi}) \\ \frac{1}{\pi} \sin^{-1}(\frac{x}{\pi}) & -\frac{1}{\pi} \tan^{-1}(\pi x) \end{bmatrix}$.
Subtracting $B$ from $A$:
$A-B = \begin{bmatrix} \frac{1}{\pi}(\sin^{-1}(x\pi) + \cos^{-1}(x\pi)) & \frac{1}{\pi}(\tan^{-1}(\frac{x}{\pi}) - \tan^{-1}(\frac{x}{\pi})) \\ \frac{1}{\pi}(\sin^{-1}(\frac{x}{\pi}) - \sin^{-1}(\frac{x}{\pi})) & \frac{1}{\pi}(\cot^{-1}(\pi x) + \tan^{-1}(\pi x)) \end{bmatrix}$.
Using the identities $\sin^{-1}(\theta) + \cos^{-1}(\theta) = \frac{\pi}{2}$ and $\tan^{-1}(\theta) + \cot^{-1}(\theta) = \frac{\pi}{2}$,we get:
$A-B = \begin{bmatrix} \frac{1}{\pi} \cdot \frac{\pi}{2} & 0 \\ 0 & \frac{1}{\pi} \cdot \frac{\pi}{2} \end{bmatrix} = \begin{bmatrix} \frac{1}{2} & 0 \\ 0 & \frac{1}{2} \end{bmatrix} = \frac{1}{2} I$.
283
EasyMCQ
If $A$ and $B$ are two matrices such that $AB$ is an identity matrix and the order of matrix $B$ is $3 \times 4$,then the order of matrix $A$ is
A
$3 \times 4$
B
$3 \times 3$
C
$4 \times 3$
D
$4 \times 4$

Solution

(C) For the product $AB$ to be an identity matrix $I$,the number of columns in $A$ must be equal to the number of rows in $B$,and the resulting matrix $AB$ must be a square matrix.
Given that the order of matrix $B$ is $3 \times 4$,let the order of matrix $A$ be $m \times n$.
For the product $AB$ to be defined,the number of columns in $A$ $(n)$ must equal the number of rows in $B$ $(3)$. Thus,$n = 3$.
The resulting matrix $AB$ will have the order $m \times 4$.
Since $AB$ is an identity matrix,it must be a square matrix,meaning the number of rows must equal the number of columns. Therefore,$m = 4$.
Thus,the order of matrix $A$ is $4 \times 3$.
284
MediumMCQ
If a matrix $A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$ satisfies $A^6 = k A$,then the value of $k$ is
A
$32$
B
$1$
C
$\frac{1}{32}$
D
$6$

Solution

(A) Given $A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$.
Calculate powers of $A$:
$A^2 = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} = \begin{bmatrix} 2 & 2 \\ 2 & 2 \end{bmatrix} = 2^1 A$.
$A^3 = A^2 \cdot A = \begin{bmatrix} 2 & 2 \\ 2 & 2 \end{bmatrix} \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} = \begin{bmatrix} 4 & 4 \\ 4 & 4 \end{bmatrix} = 2^2 A$.
By induction,$A^n = 2^{n-1} A$.
For $n = 6$,$A^6 = 2^{6-1} A = 2^5 A = 32 A$.
Comparing $A^6 = k A$ with $A^6 = 32 A$,we get $k = 32$.
285
EasyMCQ
If $A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$,then $A^{10}$ is equal to
A
$2^8 A$
B
$2^9 A$
C
$2^{10} A$
D
$2^{11} A$

Solution

(B) Given $A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$.
First,calculate $A^2$:
$A^2 = A \times A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} = \begin{bmatrix} 1+1 & 1+1 \\ 1+1 & 1+1 \end{bmatrix} = \begin{bmatrix} 2 & 2 \\ 2 & 2 \end{bmatrix} = 2 \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix} = 2A$.
Now,calculate $A^3$:
$A^3 = A^2 \times A = (2A) \times A = 2(A^2) = 2(2A) = 4A = 2^2 A$.
By observing the pattern,we can generalize for $A^n$:
$A^n = 2^{n-1} A$.
For $n = 10$:
$A^{10} = 2^{10-1} A = 2^9 A$.
286
EasyMCQ
If $A$ and $B$ are two matrices,such that $AB = B$ and $BA = A$,then $A^2 + B^2$ is equal to:
A
$2AB$
B
$AB$
C
$2BA$
D
$A + B$

Solution

(D) Given,$AB = B$ and $BA = A$.
We need to find $A^2 + B^2$.
$A^2 = A \cdot A = A(BA) = (AB)A = BA = A$.
$B^2 = B \cdot B = B(AB) = (BA)B = AB = B$.
Therefore,$A^2 + B^2 = A + B$.
287
EasyMCQ
If $A=\left[\begin{array}{ccc}1 & -2 & 1 \\ 2 & 1 & 3\end{array}\right]$ and $B=\left[\begin{array}{cc}2 & 1 \\ 3 & 2 \\ 1 & 1\end{array}\right]$,then $(AB)^{\prime}$ is equal to
A
$\left[\begin{array}{cc}-3 & -2 \\ 10 & 7\end{array}\right]$
B
$\left[\begin{array}{cc}-3 & 10 \\ -2 & 7\end{array}\right]$
C
$\left[\begin{array}{cc}-3 & 7 \\ 10 & 2\end{array}\right]$
D
$\left[\begin{array}{cc}-3 & 7 \\ 10 & -2\end{array}\right]$

Solution

(B) Given,$A=\left[\begin{array}{ccc}1 & -2 & 1 \\ 2 & 1 & 3\end{array}\right]$ and $B=\left[\begin{array}{cc}2 & 1 \\ 3 & 2 \\ 1 & 1\end{array}\right]$.
First,calculate the product $AB$:
$AB = \left[\begin{array}{ccc}1 & -2 & 1 \\ 2 & 1 & 3\end{array}\right] \left[\begin{array}{cc}2 & 1 \\ 3 & 2 \\ 1 & 1\end{array}\right]$
$AB = \left[\begin{array}{cc}(1)(2) + (-2)(3) + (1)(1) & (1)(1) + (-2)(2) + (1)(1) \\ (2)(2) + (1)(3) + (3)(1) & (2)(1) + (1)(2) + (3)(1)\end{array}\right]$
$AB = \left[\begin{array}{cc}2 - 6 + 1 & 1 - 4 + 1 \\ 4 + 3 + 3 & 2 + 2 + 3\end{array}\right]$
$AB = \left[\begin{array}{cc}-3 & -2 \\ 10 & 7\end{array}\right]$
Now,find the transpose $(AB)^{\prime}$ by interchanging rows and columns:
$(AB)^{\prime} = \left[\begin{array}{cc}-3 & 10 \\ -2 & 7\end{array}\right]$
Thus,the correct option is $B$.
288
MediumMCQ
If $A = \begin{bmatrix} 2 & -2 \\ -2 & 2 \end{bmatrix}$,then $A^n = 2^k A$,where $k = $
A
$2^{n-1}$
B
$n+1$
C
$n-1$
D
$2^{n-1}$

Solution

(D) Given $A = \begin{bmatrix} 2 & -2 \\ -2 & 2 \end{bmatrix}$.
First,calculate $A^2$:
$A^2 = \begin{bmatrix} 2 & -2 \\ -2 & 2 \end{bmatrix} \begin{bmatrix} 2 & -2 \\ -2 & 2 \end{bmatrix} = \begin{bmatrix} 4+4 & -4-4 \\ -4-4 & 4+4 \end{bmatrix} = \begin{bmatrix} 8 & -8 \\ -8 & 8 \end{bmatrix} = 4 \begin{bmatrix} 2 & -2 \\ -2 & 2 \end{bmatrix} = 2^2 A$.
Next,calculate $A^3$:
$A^3 = A^2 \cdot A = (2^2 A) \cdot A = 2^2 A^2 = 2^2 (2^2 A) = 2^4 A$.
By observing the pattern:
$A^1 = 2^0 A$
$A^2 = 2^2 A$
$A^3 = 2^4 A$
$A^4 = 2^6 A$
In general,$A^n = 2^{2(n-1)} A$.
Comparing this with $A^n = 2^k A$,we get $k = 2(n-1)$.
289
MediumMCQ
If $A$ is a matrix of order $m \times n$ and $B$ is a matrix such that $AB^{\prime}$ and $B^{\prime}A$ are both defined,then the order of the matrix $B$ is
A
$m \times m$
B
$n \times n$
C
$n \times m$
D
$m \times n$

Solution

(D) Let the order of matrix $B$ be $x \times y$.
Then the order of $B^{\prime}$ is $y \times x$.
For the product $AB^{\prime}$ to be defined,the number of columns in $A$ must equal the number of rows in $B^{\prime}$.
Since $A$ is $m \times n$,we have $n = y$.
For the product $B^{\prime}A$ to be defined,the number of columns in $B^{\prime}$ must equal the number of rows in $A$.
Thus,$x = m$.
Therefore,the order of matrix $B$ is $m \times n$.
290
EasyMCQ
If $A$ and $B$ are square matrices of order $n$ such that $A^{2}-B^{2}=(A-B)(A+B)$,then which of the following will be true?
A
Either $A$ or $B$ is zero matrix
B
$A=B$
C
$A B=B A$
D
Either $A$ or $B$ is identity matrix

Solution

(C) Given that $A$ and $B$ are square matrices of order $n$ such that $A^{2}-B^{2}=(A-B)(A+B)$.
Expanding the right-hand side using the distributive property of matrix multiplication:
$(A-B)(A+B) = A(A+B) - B(A+B) = A^{2} + AB - BA - B^{2}$.
Equating this to the left-hand side:
$A^{2} - B^{2} = A^{2} + AB - BA - B^{2}$.
Subtracting $A^{2} - B^{2}$ from both sides,we get:
$0 = AB - BA$.
Therefore,$AB = BA$.
This implies that the matrices $A$ and $B$ must commute.
291
EasyMCQ
Which of the following statements is not correct?
A
$A$ row matrix has only one row
B
$A$ diagonal matrix has all diagonal elements equal to zero
C
$A$ symmetric matrix $A$ is a square matrix satisfying $A^{\prime}=A$.
D
$A$ skew symmetric matrix has all diagonal elements equal to zero

Solution

(B) diagonal matrix is a square matrix in which all elements except those in the main diagonal are zero. The diagonal elements themselves can be any value,including zero,but they are not required to be zero. Therefore,the statement that a diagonal matrix has all diagonal elements equal to zero is incorrect.
292
EasyMCQ
If the matrix $\left[\begin{array}{rr}2 & 3 \\ 5 & -1\end{array}\right]=A+B$,where $A$ is symmetric and $B$ is skew-symmetric,then $B$ is equal to
A
$\left[\begin{array}{cc}2 & 4 \\ 4 & -1\end{array}\right]$
B
$\left[\begin{array}{rr}0 & -2 \\ 2 & 0\end{array}\right]$
C
$\left[\begin{array}{rr}0 & 1 \\ -1 & 0\end{array}\right]$
D
$\left[\begin{array}{rr}0 & -1 \\ 1 & 0\end{array}\right]$

Solution

(D) Given,$C = \left[\begin{array}{rr}2 & 3 \\ 5 & -1\end{array}\right] = A+B$.
We know that any square matrix $C$ can be uniquely expressed as the sum of a symmetric matrix $A$ and a skew-symmetric matrix $B$,where $A = \frac{1}{2}(C+C^T)$ and $B = \frac{1}{2}(C-C^T)$.
First,find the transpose of $C$: $C^T = \left[\begin{array}{rr}2 & 5 \\ 3 & -1\end{array}\right]$.
Now,calculate $B = \frac{1}{2}(C-C^T)$:
$B = \frac{1}{2} \left( \left[\begin{array}{rr}2 & 3 \\ 5 & -1\end{array}\right] - \left[\begin{array}{rr}2 & 5 \\ 3 & -1\end{array}\right] \right)$
$B = \frac{1}{2} \left[\begin{array}{rr}2-2 & 3-5 \\ 5-3 & -1-(-1)\end{array}\right]$
$B = \frac{1}{2} \left[\begin{array}{rr}0 & -2 \\ 2 & 0\end{array}\right]$
$B = \left[\begin{array}{rr}0 & -1 \\ 1 & 0\end{array}\right]$.
293
DifficultMCQ
If $A$ and $B$ are symmetric matrices of the same order,then which one of the following is not true?
A
$A+B$ is symmetric
B
$A-B$ is symmetric
C
$AB+BA$ is symmetric
D
$AB-BA$ is symmetric

Solution

(D) Given that $A$ and $B$ are symmetric matrices of the same order,we have $A^T = A$ and $B^T = B$.
$(i)$ $(A+B)^T = A^T + B^T = A+B$. Thus,$A+B$ is symmetric.
(ii) $(A-B)^T = A^T - B^T = A-B$. Thus,$A-B$ is symmetric.
(iii) $(AB+BA)^T = (AB)^T + (BA)^T = B^T A^T + A^T B^T = BA + AB = AB+BA$. Thus,$AB+BA$ is symmetric.
(iv) $(AB-BA)^T = (AB)^T - (BA)^T = B^T A^T - A^T B^T = BA - AB = -(AB-BA)$. Thus,$AB-BA$ is skew-symmetric,not symmetric.
Therefore,the statement '$AB-BA$ is symmetric' is not true.
294
EasyMCQ
If $A = \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix}$,then $A^{2} - 5A$ is equal to:
A
$I$
B
$-I$
C
$7I$
D
$-7I$

Solution

(D) Given that,$A = \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix}$.
First,we calculate $A^{2} = A \times A$:
$A^{2} = \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix} \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix} = \begin{bmatrix} (3)(3) + (1)(-1) & (3)(1) + (1)(2) \\ (-1)(3) + (2)(-1) & (-1)(1) + (2)(2) \end{bmatrix} = \begin{bmatrix} 9-1 & 3+2 \\ -3-2 & -1+4 \end{bmatrix} = \begin{bmatrix} 8 & 5 \\ -5 & 3 \end{bmatrix}$.
Next,we calculate $5A$:
$5A = 5 \begin{bmatrix} 3 & 1 \\ -1 & 2 \end{bmatrix} = \begin{bmatrix} 15 & 5 \\ -5 & 10 \end{bmatrix}$.
Finally,we compute $A^{2} - 5A$:
$A^{2} - 5A = \begin{bmatrix} 8 & 5 \\ -5 & 3 \end{bmatrix} - \begin{bmatrix} 15 & 5 \\ -5 & 10 \end{bmatrix} = \begin{bmatrix} 8-15 & 5-5 \\ -5-(-5) & 3-10 \end{bmatrix} = \begin{bmatrix} -7 & 0 \\ 0 & -7 \end{bmatrix}$.
This can be written as $-7 \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix} = -7I$.
295
EasyMCQ
The characteristic roots of the matrix $\left[\begin{array}{ccc}1 & 0 & 0 \\ 2 & 3 & 0 \\ 4 & 5 & 6\end{array}\right]$ are
A
$1, 3, 6$
B
$1, 2, 4$
C
$4, 5, 6$
D
$2, 4, 6$

Solution

(A) The characteristic roots (eigenvalues) of a square matrix $A$ are the solutions to the characteristic equation $\det(A - \lambda I) = 0$.
For a triangular matrix (either upper or lower),the determinant $\det(A - \lambda I)$ is simply the product of the diagonal elements minus $\lambda$.
Given the matrix $A = \left[\begin{array}{ccc}1 & 0 & 0 \\ 2 & 3 & 0 \\ 4 & 5 & 6\end{array}\right]$,which is a lower triangular matrix,the characteristic equation is $(1 - \lambda)(3 - \lambda)(6 - \lambda) = 0$.
Setting each factor to zero,we get $\lambda = 1, 3, 6$.
Thus,the characteristic roots are $1, 3, 6$.
296
DifficultMCQ
If $A = \begin{bmatrix} 0 & 0 & 1 \\ 0 & 1 & 0 \\ 1 & 0 & 0 \end{bmatrix}$,then $A^{4}$ is equal to
A
$A$
B
$2A$
C
$I$
D
$4A$

Solution

(C) Given $A = \begin{bmatrix} 0 & 0 & 1 \\ 0 & 1 & 0 \\ 1 & 0 & 0 \end{bmatrix}$.
First,we calculate $A^{2} = A \cdot A$:
$A^{2} = \begin{bmatrix} 0 & 0 & 1 \\ 0 & 1 & 0 \\ 1 & 0 & 0 \end{bmatrix} \begin{bmatrix} 0 & 0 & 1 \\ 0 & 1 & 0 \\ 1 & 0 & 0 \end{bmatrix} = \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} = I$.
Now,we calculate $A^{4} = A^{2} \cdot A^{2}$:
$A^{4} = I \cdot I = I$.
Therefore,$A^{4} = I$.
297
EasyMCQ
If $ 2\begin{bmatrix} 1 & 3 \\ 0 & x \end{bmatrix} + \begin{bmatrix} y & 0 \\ 1 & 2 \end{bmatrix} = \begin{bmatrix} 5 & 6 \\ 1 & 8 \end{bmatrix} $,then the values of $ x $ and $ y $ are:
A
$ x=3, y=3 $
B
$ x=-3, y=3 $
C
$ x=3, y=-3 $
D
$ x=-3, y=-3 $

Solution

(A) Given the matrix equation:
$2\begin{bmatrix} 1 & 3 \\ 0 & x \end{bmatrix} + \begin{bmatrix} y & 0 \\ 1 & 2 \end{bmatrix} = \begin{bmatrix} 5 & 6 \\ 1 & 8 \end{bmatrix}$
Multiplying the first matrix by $2$,we get:
$\begin{bmatrix} 2 & 6 \\ 0 & 2x \end{bmatrix} + \begin{bmatrix} y & 0 \\ 1 & 2 \end{bmatrix} = \begin{bmatrix} 5 & 6 \\ 1 & 8 \end{bmatrix}$
Adding the two matrices on the left side:
$\begin{bmatrix} 2+y & 6+0 \\ 0+1 & 2x+2 \end{bmatrix} = \begin{bmatrix} 5 & 6 \\ 1 & 8 \end{bmatrix}$
$\begin{bmatrix} 2+y & 6 \\ 1 & 2x+2 \end{bmatrix} = \begin{bmatrix} 5 & 6 \\ 1 & 8 \end{bmatrix}$
By comparing the corresponding elements of the two matrices:
$2+y = 5 \Rightarrow y = 5-2 = 3$
$2x+2 = 8 \Rightarrow 2x = 6 \Rightarrow x = 3$
Thus,the values are $x=3$ and $y=3$.
298
EasyMCQ
If a matrix $A$ is both symmetric and skew-symmetric,then
A
$A$ is a diagonal matrix
B
$A$ is a zero matrix
C
$A$ is a scalar matrix
D
$A$ is a square matrix

Solution

(B) For a symmetric matrix,we know that: $A^{T} = A$ $(1)$
For a skew-symmetric matrix,we know that: $A^{T} = -A$ $(2)$
Equating $(1)$ and $(2)$,we get: $A = -A$
Adding $A$ to both sides: $2A = 0$
Therefore,$A = 0$,which means $A$ is a zero matrix.
299
MediumMCQ
If $ A=\left[\begin{array}{cc}0 & 1 \\ 1 & 0\end{array}\right] $,then $ A^{2} $ is equal to:
A
$ \left[\begin{array}{ll}0 & 1 \\ 1 & 0\end{array}\right] $
B
$ \left[\begin{array}{ll}1 & 0 \\ 1 & 0\end{array}\right] $
C
$ \left[\begin{array}{ll}1 & 0 \\ 0 & 1\end{array}\right] $
D
$ \left[\begin{array}{ll}0 & 1 \\ 0 & 1\end{array}\right] $

Solution

(C) Given the matrix $ A = \left[\begin{array}{ll}0 & 1 \\ 1 & 0\end{array}\right] $.
To find $ A^{2} $,we multiply the matrix $ A $ by itself:
$ A^{2} = A \cdot A = \left[\begin{array}{ll}0 & 1 \\ 1 & 0\end{array}\right] \left[\begin{array}{ll}0 & 1 \\ 1 & 0\end{array}\right] $
Performing matrix multiplication:
$ A^{2} = \left[\begin{array}{ll} (0 \times 0) + (1 \times 1) & (0 \times 1) + (1 \times 0) \\ (1 \times 0) + (0 \times 1) & (1 \times 1) + (0 \times 0) \end{array}\right] $
$ A^{2} = \left[\begin{array}{ll} 0 + 1 & 0 + 0 \\ 0 + 0 & 1 + 0 \end{array}\right] $
$ A^{2} = \left[\begin{array}{ll} 1 & 0 \\ 0 & 1 \end{array}\right] $
This is the identity matrix $ I $ of order $ 2 \times 2 $.
300
MediumMCQ
The symmetric part of the matrix $A = \begin{bmatrix} 1 & 2 & 4 \\ 6 & 8 & 2 \\ 2 & -2 & 7 \end{bmatrix}$ is
A
$ \begin{bmatrix} 1 & 4 & 3 \\ 2 & 8 & 0 \\ 3 & 0 & 7 \end{bmatrix} $
B
$ \begin{bmatrix} 1 & 4 & 3 \\ 4 & 8 & 0 \\ 3 & 0 & 7 \end{bmatrix} $
C
$ \begin{bmatrix} 0 & -2 & -1 \\ -2 & 0 & -2 \\ -1 & -2 & 0 \end{bmatrix} $
D
$ \begin{bmatrix} 0 & -2 & 1 \\ 2 & 0 & 2 \\ -1 & 2 & 0 \end{bmatrix} $

Solution

(B) The symmetric part of a square matrix $A$ is given by the formula $\frac{1}{2}(A + A^T)$.
Given $A = \begin{bmatrix} 1 & 2 & 4 \\ 6 & 8 & 2 \\ 2 & -2 & 7 \end{bmatrix}$,its transpose $A^T$ is $\begin{bmatrix} 1 & 6 & 2 \\ 2 & 8 & -2 \\ 4 & 2 & 7 \end{bmatrix}$.
Now,$A + A^T = \begin{bmatrix} 1+1 & 2+6 & 4+2 \\ 6+2 & 8+8 & 2-2 \\ 2+4 & -2+2 & 7+7 \end{bmatrix} = \begin{bmatrix} 2 & 8 & 6 \\ 8 & 16 & 0 \\ 6 & 0 & 14 \end{bmatrix}$.
Finally,$\frac{1}{2}(A + A^T) = \frac{1}{2} \begin{bmatrix} 2 & 8 & 6 \\ 8 & 16 & 0 \\ 6 & 0 & 14 \end{bmatrix} = \begin{bmatrix} 1 & 4 & 3 \\ 4 & 8 & 0 \\ 3 & 0 & 7 \end{bmatrix}$.

3 and 4 .Determinants and Matrices — Types of matrices, Algebra of matrices · Frequently Asked Questions

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