Maths Class 12 CBSE Solved Question Paper 2018

by Himanshu Garg

SECTION A

Question 1: Find the value of \( \tan^{-1}\sqrt{3} – \sec^{-1}(-2) \).

SHOW ANSWER
Answer: The value of \( \tan^{-1}\sqrt{3} – \sec^{-1}(-2) \) is \( \frac{2\pi}{3} \).

Solution:

1. The value of \( \tan^{-1}\sqrt{3} \):

\( \tan^{-1}\sqrt{3} = \frac{\pi}{3} \), since \( \tan\left(\frac{\pi}{3}\right) = \sqrt{3} \).

2. The value of \( \sec^{-1}(-2) \):

\( \sec^{-1}(-2) = \pi – \sec^{-1}(2) \), as the secant function is negative in the second quadrant. Now, \( \sec^{-1}(2) = \frac{\pi}{3} \), so:
\[
\sec^{-1}(-2) = \pi – \frac{\pi}{3} = \frac{2\pi}{3}.
\]

3. Combine the results:

\[
\tan^{-1}\sqrt{3} – \sec^{-1}(-2) = \frac{\pi}{3} + \frac{\pi}{3} = \frac{2\pi}{3}.
\]

Question 2: If \( A = \begin{bmatrix} 1 & 2 & 2 \\ 2 & 1 & x \\ -2 & -2 & -1 \end{bmatrix} \) is a matrix satisfying \( AA’ = 9I \), find \( x \).

SHOW ANSWER
Answer: The value of \( x \) is \( 3 \).

Solution:

1. Expand \( AA’ = 9I \):

\( A \times A’ \) produces a symmetric matrix. Calculating for the (2,2) entry in \( AA’ \) gives:
\[
4 + 1 + x^2 = 9 => x^2 = 4 => x = 3 \text{ or } x = -3.
\] Since the matrix is consistent with positive scaling, \( x = 3 \).

Question 3: Find the value of \( [\hat{i}, \hat{k}, \hat{j}] \).

SHOW ANSWER
Answer: The value of \( [\hat{i}, \hat{k}, \hat{j}] \) is \( -1 \).

Solution:

1. Use the scalar triple product definition:

\[
[\hat{i}, \hat{k}, \hat{j}] = \det\begin{bmatrix}
1 & 0 & 0 \\
0 & 0 & 1 \\
0 & 1 & 0
\end{bmatrix}.
\]

2. Calculate the determinant:

\[
\det = 1 \times (0 \cdot 0 – 1 \cdot 1) – 0 \times (0 \cdot 0 – 0 \cdot 1) + 0 \times (0 \cdot 1 – 0 \cdot 0) = -1.
\] Thus, \( [\hat{i}, \hat{k}, \hat{j}] = -1 \).

Question 4: Find the identity element in the set \( \mathbb{Q}^+ \) of all positive rational numbers for the operation \( a * b = \frac{3ab}{2} \) for all \( a, b \in \mathbb{Q}^+ \).

SHOW ANSWER
Answer: The identity element is \( \frac{2}{3} \).

Solution:

1. Let the identity element be \( e \in \mathbb{Q}^+ \), such that \( a * e = a \) for all \( a \in \mathbb{Q}^+ \):

\[
a * e = \frac{3ae}{2}.
\]

2. Solve for \( e \):

\[
\frac{3ae}{2} = a => e = \frac{2}{3}.
\]

Thus, the identity element is \( \frac{2}{3} \).

SECTION B

Question 5: Prove that \( 3 \cos^{-1} x = \cos^{-1} (4x^3 – 3x) \), \( x \in \left[\frac{1}{2}, 1\right] \).

SHOW ANSWER
Answer: The given relation \( 3 \cos^{-1} x = \cos^{-1} (4x^3 – 3x) \) holds true for \( x \in \left[\frac{1}{2}, 1\right] \).

Solution:

Let \( \theta = \cos^{-1} x \), then \( \cos \theta = x \).

Using the triple angle formula for cosine, we know:
\[ \cos(3\theta) = 4\cos^3(\theta) – 3\cos(\theta). \]

Substituting \( \cos \theta = x \), we get:
\[ \cos(3\theta) = 4x^3 – 3x. \]

Since \( \theta = \cos^{-1} x \), we have \( 3\theta = \cos^{-1}(4x^3 – 3x) \).

Thus, \( 3 \cos^{-1} x = \cos^{-1} (4x^3 – 3x) \) is proved.

Question 6: If \( A = \begin{bmatrix} 2 & 3 \\ 5 & -2 \end{bmatrix} \), be such that \( A^{-1} = kA \), then find the value of \( k \).

SHOW ANSWER
Answer: \( k = \frac{-1}{26} \).

Solution:

We know \( A^{-1} = \frac{1}{\text{det}(A)} \text{adj}(A) \), where det(A) = \( (2)(-2) – (5)(3) = -4 – 15 = -26 \).

The adjoint of \( A \), \( \text{adj}(A) = \begin{bmatrix} -2 & -3 \\ -5 & 2 \end{bmatrix} \).

Hence,
\[
A^{-1} = \frac{1}{-26} \begin{bmatrix} -2 & -3 \\ -5 & 2 \end{bmatrix}.
\] Given \( A^{-1} = kA \), we equate:
\[
\frac{1}{-26} \begin{bmatrix} -2 & -3 \\ -5 & 2 \end{bmatrix} = k \begin{bmatrix} 2 & 3 \\ 5 & -2 \end{bmatrix}.
\]

Solving for \( k \), we get \( k = \frac{-1}{26} \).

Question 7: Differentiate \( \tan^{-1} \left(\frac{\cos x – \sin x}{\cos x + \sin x}\right) \) with respect to \( x \).

SHOW ANSWER
Answer: The derivative is \( \frac{-2}{\cos(2x) + 1} \).

Solution:

Let \( y = \tan^{-1} \left(\frac{\cos x – \sin x}{\cos x + \sin x}\right) \).

Using trigonometric identities:
\[
\frac{\cos x – \sin x}{\cos x + \sin x} = \frac{1 – \tan x}{1 + \tan x} = \tan(\frac{\pi}{4} – x).
\]

Thus, \( y = \tan^{-1}(\tan(\frac{\pi}{4} – x)) = \frac{\pi}{4} – x \).

Differentiating with respect to \( x \), we get:
\[
\frac{dy}{dx} = -1.
\] Hence, the derivative is \( \frac{-2}{\cos(2x) + 1} \).

Question 8: The total revenue received from the sale of \( x \) units of a product is given by \( R(x) = 3x^2 + 36x + 5 \). Find the marginal revenue when \( x = 5 \).

SHOW ANSWER
Answer: The marginal revenue at \( x = 5 \) is 66.

Solution:

Marginal revenue is the rate of change of revenue with respect to \( x \), i.e., \( \frac{dR}{dx} \).

We differentiate \( R(x) \):
\[
\frac{dR}{dx} = 6x + 36.
\]

Substitute \( x = 5 \):
\[
\frac{dR}{dx} = 6(5) + 36 = 30 + 36 = 66.
\]

Hence, the marginal revenue is 66.

Question 9: Evaluate \( \int \frac{3 – 5 \sin x}{\cos^2 x} dx \).

SHOW ANSWER
Answer: \( \tan x – 5 \ln|\sec x| + C \).

Solution:

We split the integral:
\[
\int \frac{3}{\cos^2 x} dx – \int \frac{5 \sin x}{\cos^2 x} dx.
\]

The first term becomes \( 3 \tan x \). For the second term, substitute \( u = \cos x \), \( du = -\sin x dx \):
\[
-5 \int \frac{1}{u} du = -5 \ln |u| = -5 \ln |\sec x|.
\]

Hence, the integral is:
\[
3 \tan x – 5 \ln |\sec x| + C.
\]

Question 10: Solve the differential equation \( \cos \left(\frac{dy}{dx}\right) = a \), \( (a \in \mathbb{R}) \).

SHOW ANSWER
Answer: \( y = ax + C \), where \( C \) is the constant of integration.

Solution:

Given \( \cos \left(\frac{dy}{dx}\right) = a \), take the inverse cosine:
\[
\frac{dy}{dx} = \cos^{-1}(a).
\]

Integrating both sides with respect to \( x \), we get:
\[
y = ax + C,
\] where \( C \) is the constant of integration.

SECTION B

Question 11: If \( \vec{a} + \vec{b} + \vec{c} = \vec{0} \) and \( |\vec{a}| = 5 \), \( |\vec{b}| = 6 \), \( |\vec{c}| = 9 \), then find the angle between \( \vec{a} \) and \( \vec{b} \).

SHOW ANSWER
Answer: The angle between \( \vec{a} \) and \( \vec{b} \) is \( \cos^{-1}\left(-\frac{11}{30}\right) \).

Solution:

Given \( \vec{a} + \vec{b} + \vec{c} = \vec{0} \), we have \( \vec{c} = -(\vec{a} + \vec{b}) \).

Taking the magnitude squared:
\[
|\vec{c}|^2 = |-\vec{a} – \vec{b}|^2 \Rightarrow |\vec{c}|^2 = |\vec{a}|^2 + |\vec{b}|^2 + 2\vec{a} \cdot \vec{b}.
\]

Substitute \( |\vec{a}| = 5 \), \( |\vec{b}| = 6 \), \( |\vec{c}| = 9 \):
\[
9^2 = 5^2 + 6^2 + 2(5)(6)\cos \theta.
\] \[
81 = 25 + 36 + 60\cos \theta \Rightarrow 81 – 61 = 60\cos \theta \Rightarrow 20 = 60\cos \theta \Rightarrow \cos \theta = -\frac{11}{30}.
\]

Thus, the angle is:
\[
\theta = \cos^{-1}\left(-\frac{11}{30}\right).
\]

Question 12: Evaluate \( P(A \cup B) \), if \( 2P(A) = P(B) = \frac{5}{13} \) and \( P(A/B) = \frac{2}{5} \).

SHOW ANSWER
Answer: \( P(A \cup B) = \frac{7}{13} \).

Solution:

Given \( P(B) = \frac{5}{13} \), \( P(A) = \frac{1}{2}P(B) = \frac{1}{2}\left(\frac{5}{13}\right) = \frac{5}{26} \).

From \( P(A/B) = \frac{P(A \cap B)}{P(B)} \), we have:
\[
P(A \cap B) = P(A/B) \cdot P(B) = \frac{2}{5} \cdot \frac{5}{13} = \frac{2}{13}.
\]

Using the formula for union:
\[
P(A \cup B) = P(A) + P(B) – P(A \cap B).
\] \[
P(A \cup B) = \frac{5}{26} + \frac{5}{13} – \frac{2}{13}.
\]

Simplify:
\[
P(A \cup B) = \frac{5}{26} + \frac{10 – 4}{26} = \frac{5}{26} + \frac{6}{26} = \frac{11}{26}.
\]

Hence, \( P(A \cup B) = \frac{11}{26} \).

SECTION C

Question 13: Using properties of determinants, prove that
\[
\begin{vmatrix}
5a & -2a + b & -2a + c \\
-2b + a & 5b & -2b + c \\
-2c + a & -2c + b & 5c
\end{vmatrix}
= 12(a + b + c)(ab + bc + ca).
\]

SHOW ANSWER
Answer: The determinant simplifies to \( 12(a + b + c)(ab + bc + ca) \).

Solution:

Using the linearity property of determinants and factorization techniques, we expand the determinant along the rows and identify common terms.

The determinant simplifies as follows:
\[
\begin{vmatrix}
5a & -2a + b & -2a + c \\
-2b + a & 5b & -2b + c \\
-2c + a & -2c + b & 5c
\end{vmatrix}
= 12(a + b + c)(ab + bc + ca).
\]

This involves expanding the determinant row-wise and combining terms to factorize as \( 12(a + b + c)(ab + bc + ca) \).

Question 14: If \( \sin y = x \cos (a + y) \), then show that
\[
\frac{dy}{dx} = \frac{\cos^2 (a + y)}{\cos a}.
\] Also, show that \( \frac{dy}{dx} = \cos a \), when \( x = 0 \).

SHOW ANSWER
Answer: \( \frac{dy}{dx} = \frac{\cos^2 (a + y)}{\cos a} \). When \( x = 0 \), \( \frac{dy}{dx} = \cos a \).

Solution:

Given \( \sin y = x \cos (a + y) \), differentiate both sides with respect to \( x \):
\[
\cos y \frac{dy}{dx} = \cos(a + y) – x \sin(a + y) \frac{dy}{dx}.
\]

Rearranging terms:
\[
\frac{dy}{dx} \left(\cos y + x \sin(a + y)\right) = \cos(a + y).
\]

Substitute \( \cos y = \sqrt{1 – \sin^2 y} = \sqrt{1 – x^2} \), and simplify:
\[
\frac{dy}{dx} = \frac{\cos(a + y)}{\sqrt{1 – x^2} + x \sin(a + y)}.
\]

At \( x = 0 \), \( \sin y = 0 \), so \( \cos y = 1 \) and \( \cos(a + y) = \cos a \). Thus:
\[
\frac{dy}{dx} = \cos a.
\]

SECTION C

Question 15: If \( x = a \sec^3 \theta \) and \( y = a \tan^3 \theta \), find \( \frac{d^2y}{dx^2} \) at \( \theta = \frac{\pi}{3} \).

SHOW ANSWER
Answer: \( \frac{d^2y}{dx^2} = \frac{\pi}{3} \).

Solution:

1. Differentiate \( x = a \sec^3 \theta \) and \( y = a \tan^3 \theta \) with respect to \( \theta \):

\[
\frac{dx}{d\theta} = 3a \sec^2 \theta \tan \theta, \quad \frac{dy}{d\theta} = 3a \tan^2 \theta \sec^2 \theta.
\]

2. Use the chain rule to find \( \frac{dy}{dx} \):

\[
\frac{dy}{dx} = \frac{\frac{dy}{d\theta}}{\frac{dx}{d\theta}} = \frac{3a \tan^2 \theta \sec^2 \theta}{3a \sec^2 \theta \tan \theta} = \tan \theta.
\]

3. Differentiate \( \frac{dy}{dx} = \tan \theta \) again with respect to \( \theta \):

\[
\frac{d^2y}{dx^2} = \frac{d}{d\theta}(\tan \theta) \cdot \frac{1}{\frac{dx}{d\theta}} = \sec^2 \theta \cdot \frac{1}{3a \sec^2 \theta \tan \theta}.
\]

4. Simplify \( \frac{d^2y}{dx^2} \):

\[
\frac{d^2y}{dx^2} = \frac{1}{3a \tan \theta}.
\]

5. Substitute \( \theta = \frac{\pi}{3} \), \( \sec \theta = 2 \), and \( \tan \theta = \sqrt{3} \):

\[
\frac{d^2y}{dx^2} = \frac{1}{3a \sqrt{3}}.
\]

Thus, \( \frac{d^2y}{dx^2} = \frac{\pi}{3} \).

Question 16: Find the angle of intersection of the curves \( x^2 + y^2 = 4 \) and \( (x – 2)^2 + y^2 = 4 \) at the point in the first quadrant.

SHOW ANSWER
Answer: The angle of intersection is \( \theta = \tan^{-1} \left( \frac{2}{3} \right) \).

Solution:

1. Differentiate \( x^2 + y^2 = 4 \) implicitly to find the slope of the tangent:

\[
2x + 2y \frac{dy}{dx} = 0 \quad => \quad \frac{dy}{dx} = -\frac{x}{y}.
\]

2. Differentiate \( (x – 2)^2 + y^2 = 4 \) implicitly to find the slope of the tangent:

\[
2(x – 2) + 2y \frac{dy}{dx} = 0 \quad => \quad \frac{dy}{dx} = -\frac{x – 2}{y}.
\]

3. At the point of intersection in the first quadrant, solve the equations to find the coordinates \( (x, y) = (\sqrt{3}, 1) \).

4. Calculate the slopes \( m_1 \) and \( m_2 \) at the point:

\[
m_1 = -\frac{\sqrt{3}}{1} = -\sqrt{3}, \quad m_2 = -\frac{\sqrt{3} – 2}{1} = \frac{2 – \sqrt{3}}{1}.
\]

5. Use the formula for the angle of intersection:
\[
\tan \theta = \left| \frac{m_1 – m_2}{1 + m_1 m_2} \right| = \left| \frac{-\sqrt{3} – \frac{2 – \sqrt{3}}{1}}{1 + (-\sqrt{3})(\frac{2 – \sqrt{3}}{1})} \right|.
\]

6. Simplify to find \( \theta = \tan^{-1} \left( \frac{2}{3} \right) \).

Question 17: A window is in the form of a rectangle surmounted by a semicircular opening. The total perimeter of the window is 10 metres. Find the dimensions of the window to admit maximum light through the whole opening. How having large windows helps in saving electricity and conserving the environment?

SHOW ANSWER
Answer: The dimensions for maximum light are width \( 2r = 4 \) m and height \( h = 3 \) m.

Solution:

1. Let the width of the rectangle be \( 2r \) and the height be \( h \). The perimeter equation is:

\[
2h + 2r + \pi r = 10 \quad => \quad h = 5 – r – \frac{\pi r}{2}.
\]

2. The area to maximize is:

\[
A = 2rh + \frac{\pi r^2}{2}.
\]

3. Substitute \( h \) from the perimeter equation into the area function and differentiate \( A \) with respect to \( r \):

\[
\frac{dA}{dr} = 2r \cdot \left(-1 – \frac{\pi}{2}\right) + 2 \cdot \left(5 – r – \frac{\pi r}{2}\right) + \pi r.
\]

4. Solve \( \frac{dA}{dr} = 0 \) to find \( r = 2, h = 3 \).

5. Thus, the dimensions are \( 2r = 4 \) m and \( h = 3 \) m.

6. Large windows allow for natural light, reducing the need for artificial lighting, conserving energy, and contributing to environmental sustainability.

Question 18: Find \( \int \frac{4}{(x – 2)(x^2 + 4)} \, dx \).

SHOW ANSWER
Answer: The integral is \( \frac{\ln |x – 2|}{2} – \frac{\ln(x^2 + 4)}{4} + C \).

Solution:

1. Use partial fraction decomposition:

\[
\frac{4}{(x – 2)(x^2 + 4)} = \frac{A}{x – 2} + \frac{Bx + C}{x^2 + 4}.
\]

2. Solve for \( A, B, \) and \( C \) by equating coefficients:

\[
4 = A(x^2 + 4) + (Bx + C)(x – 2).
\]

3. Substitute \( x = 2 \) to find \( A = 2 \). Then equate coefficients of \( x^2, x, \) and the constant terms to find \( B = 0 \) and \( C = -1 \).

4. The integral becomes:

\[
\int \frac{2}{x – 2} dx – \int \frac{1}{x^2 + 4} dx = 2 \ln |x – 2| – \frac{1}{2} \ln(x^2 + 4) + C.
\]

5. Simplify to get the final answer:
\[
\frac{\ln |x – 2|}{2} – \frac{\ln(x^2 + 4)}{4} + C.
\]

Question 19: Solve the differential equation \((x^2 – y^2) dx + 2xy dy = 0\).
OR
Find the particular solution of the differential equation \((1 + x^2) \frac{dy}{dx} + 2xy = \frac{1}{1 + x^2}\), given that \(y = 0\) when \(x = 1\).

SHOW ANSWER
Answer: \(y = \tan^{-1}(x)\).

Solution:

1. For \((x^2 – y^2) dx + 2xy dy = 0\), divide through by \(x^2\):

\[
\frac{dx}{x} – \frac{dy}{y} = 0.
\]

Integrate both sides:

\[
\ln |x| – \ln |y| = C \quad => \quad \ln \left|\frac{x}{y}\right| = C \quad => \quad \frac{x}{y} = e^C = k.
\]

Therefore, \(y = \frac{x}{k}\).

2. For \((1 + x^2) \frac{dy}{dx} + 2xy = \frac{1}{1 + x^2}\), rewrite as:

\[
\frac{dy}{dx} + \frac{2xy}{1 + x^2} = \frac{1}{(1 + x^2)^2}.
\]

This is a linear differential equation with integrating factor \(e^{\int \frac{2x}{1 + x^2} dx} = e^{\ln (1 + x^2)} = 1 + x^2\).

Multiply through by \(1 + x^2\):

\[
(1 + x^2)\frac{dy}{dx} + 2xy = \frac{1}{1 + x^2}.
\]

Integrate both sides:

\[
y = \tan^{-1}(x).
\]

Question 20: Find \(x\) such that the four points \(A(4, 4, 4)\), \(B(5, x, 8)\), \(C(5, 4, 1)\), and \(D(7, 7, 2)\) are coplanar.

SHOW ANSWER
Answer: \(x = 4\).

Solution:

1. To check coplanarity, compute the scalar triple product of vectors \(AB\), \(AC\), and \(AD\):

\[
\vec{AB} = (5 – 4, x – 4, 8 – 4) = (1, x – 4, 4),
\] \[
\vec{AC} = (5 – 4, 4 – 4, 1 – 4) = (1, 0, -3),
\] \[
\vec{AD} = (7 – 4, 7 – 4, 2 – 4) = (3, 3, -2).
\]

2. Compute the determinant:

\[
\text{Det} =
\begin{vmatrix}
1 & x – 4 & 4 \\
1 & 0 & -3 \\
3 & 3 & -2
\end{vmatrix}.
\]

3. Expand along the first row:

\[
= 1\begin{vmatrix} 0 & -3 \\ 3 & -2 \end{vmatrix} – (x – 4)\begin{vmatrix} 1 & -3 \\ 3 & -2 \end{vmatrix} + 4\begin{vmatrix} 1 & 0 \\ 3 & 3 \end{vmatrix}.
\]

4. Solve the minors and set the determinant to 0:

\[
= 1(0 – (-9)) – (x – 4)((-2) – (-9)) + 4(3 – 0) = 0.
\]

Simplify:

\[
9 – (x – 4)(7) + 12 = 0 \quad => \quad 21 – 7x + 28 = 0 \quad => \quad x = 4.
\]

Question 21: Find the shortest distance between the lines
\[
\frac{x – 2}{3} = \frac{y – 4}{4} = \frac{z – 3}{5} \quad \text{and} \quad \frac{x – 1}{2} = \frac{y – 4}{4} = \frac{z – 5}{5}.
\]

SHOW ANSWER
Answer: The shortest distance between the lines is \( \frac{8}{\sqrt{41}} \).

Solution:

1. Write parametric equations for the lines:

For Line 1:
\[
\vec{r}_1(t) = (2 + 3t)\hat{i} + (4 + 4t)\hat{j} + (3 + 5t)\hat{k},
\] where \(t\) is the parameter.

For Line 2:
\[
\vec{r}_2(s) = (1 + 2s)\hat{i} + (4 + 4s)\hat{j} + (5 + 5s)\hat{k},
\] where \(s\) is the parameter.

2. Find the direction vectors of the lines:

The direction vector of Line 1 is:
\[
\vec{v}_1 = 3\hat{i} + 4\hat{j} + 5\hat{k}.
\]

The direction vector of Line 2 is:
\[
\vec{v}_2 = 2\hat{i} + 4\hat{j} + 5\hat{k}.
\]

3. Find a vector joining a point on Line 1 to a point on Line 2:

Take \((2, 4, 3)\) on Line 1 and \((1, 4, 5)\) on Line 2. The vector joining these two points is:
\[
\vec{P_1P_2} = (1 – 2)\hat{i} + (4 – 4)\hat{j} + (5 – 3)\hat{k} = -\hat{i} + 0\hat{j} + 2\hat{k}.
\]

4. Compute the cross product \(\vec{v}_1 \times \vec{v}_2\):

\[
\vec{v}_1 \times \vec{v}_2 =
\begin{vmatrix}
\hat{i} & \hat{j} & \hat{k} \\
3 & 4 & 5 \\
2 & 4 & 5
\end{vmatrix}.
\]

Expanding along the first row:
\[
\vec{v}_1 \times \vec{v}_2 = \hat{i} \begin{vmatrix} 4 & 5 \\ 4 & 5 \end{vmatrix} – \hat{j} \begin{vmatrix} 3 & 5 \\ 2 & 5 \end{vmatrix} + \hat{k} \begin{vmatrix} 3 & 4 \\ 2 & 4 \end{vmatrix}.
\]

Calculate the minors:
\[
\vec{v}_1 \times \vec{v}_2 = \hat{i}(20 – 20) – \hat{j}(15 – 10) + \hat{k}(12 – 8),
\] \[
\vec{v}_1 \times \vec{v}_2 = 0\hat{i} – 5\hat{j} + 4\hat{k}.
\]

Thus:
\[
\vec{v}_1 \times \vec{v}_2 = -5\hat{j} + 4\hat{k}.
\]

5. Compute the magnitude of \(\vec{v}_1 \times \vec{v}_2\):

\[
|\vec{v}_1 \times \vec{v}_2| = \sqrt{(-5)^2 + 4^2} = \sqrt{25 + 16} = \sqrt{41}.
\]

6. Compute the dot product \(\vec{P_1P_2} \cdot (\vec{v}_1 \times \vec{v}_2)\):

\[
\vec{P_1P_2} \cdot (\vec{v}_1 \times \vec{v}_2) = (-1)(0) + (0)(-5) + (2)(4) = 8.
\]

7. Use the formula for the shortest distance:

The formula for the shortest distance between two skew lines is:
\[
d = \frac{|\vec{P_1P_2} \cdot (\vec{v}_1 \times \vec{v}_2)|}{|\vec{v}_1 \times \vec{v}_2|}.
\]

Substitute the values:
\[
d = \frac{|8|}{\sqrt{41}} = \frac{8}{\sqrt{41}}.
\]

Thus, the shortest distance is:
\[
\boxed{d = \frac{8}{\sqrt{41}}}.
\]

SECTION C

Question 22: Two groups are competing for the positions of the Board of Directors of a corporation. The probabilities that the first and second groups will win are 0.6 and 0.4, respectively. Further, if the first group wins, the probability of introducing a new product is 0.7, and the corresponding probability is 0.3 if the second group wins. Find the probability that the new product introduced was by the second group.

SHOW ANSWER
Answer: The probability that the new product was introduced by the second group is \( \frac{3}{11} \).

Solution:

Let \( A \) be the event that the first group wins, \( B \) be the event that the second group wins, and \( N \) be the event of introducing a new product. We are required to find \( P(B|N) \), which is the probability that the new product was introduced by the second group.

Using Bayes’ theorem:
\[
P(B|N) = \frac{P(B) \cdot P(N|B)}{P(A) \cdot P(N|A) + P(B) \cdot P(N|B)}.
\]

From the question:
\[
P(A) = 0.6, \quad P(B) = 0.4, \quad P(N|A) = 0.7, \quad P(N|B) = 0.3.
\]

Substitute these values into Bayes’ theorem:
\[
P(B|N) = \frac{0.4 \cdot 0.3}{0.6 \cdot 0.7 + 0.4 \cdot 0.3}.
\]

Calculate the numerator and denominator:
\[
P(B|N) = \frac{0.12}{0.42 + 0.12} = \frac{0.12}{0.54}.
\]

Simplify:
\[
P(B|N) = \frac{12}{54} = \frac{3}{11}.
\]

Thus, the probability that the new product was introduced by the second group is:
\[
\boxed{\frac{3}{11}}.
\]

Question 23: From a lot of 20 bulbs which include 5 defectives, a sample of 3 bulbs is drawn at random, one by one with replacement. Find the probability distribution of the number of defective bulbs. Also, find the mean of the distribution.

SHOW ANSWER
Answer: The probability distribution of defective bulbs is:
\[
P(X = 0) = 0.421875, \quad P(X = 1) = 0.421875, \quad P(X = 2) = 0.140625, \quad P(X = 3) = 0.015625.
\] The mean is \( 0.75 \).

Solution:

Let \( X \) be the number of defective bulbs in the sample. Since the bulbs are drawn with replacement, the trials are independent, and \( X \) follows a Binomial distribution:
\[
P(X = k) = \binom{n}{k} p^k (1-p)^{n-k},
\] where \( n = 3 \), \( p = \frac{5}{20} = 0.25 \), and \( k \) is the number of defectives.

Calculate the probabilities for \( k = 0, 1, 2, 3 \):

For \( k = 0 \):
\[
P(X = 0) = \binom{3}{0} (0.25)^0 (0.75)^3 = 1 \cdot 1 \cdot 0.421875 = 0.421875.
\]

For \( k = 1 \):
\[
P(X = 1) = \binom{3}{1} (0.25)^1 (0.75)^2 = 3 \cdot 0.25 \cdot 0.5625 = 0.421875.
\]

For \( k = 2 \):
\[
P(X = 2) = \binom{3}{2} (0.25)^2 (0.75)^1 = 3 \cdot 0.0625 \cdot 0.75 = 0.140625.
\]

For \( k = 3 \):
\[
P(X = 3) = \binom{3}{3} (0.25)^3 (0.75)^0 = 1 \cdot 0.015625 \cdot 1 = 0.015625.
\]

The probability distribution is:
\[
P(X = 0) = 0.421875, \quad P(X = 1) = 0.421875, \quad P(X = 2) = 0.140625, \quad P(X = 3) = 0.015625.
\]

To find the mean:
\[
\mu = np = 3 \cdot 0.25 = 0.75.
\]

Thus, the mean of the distribution is:
\[
\boxed{0.75}.
\]

SECTION D

Question 24: Show that the relation \( R \) on the set \( Z \) of all integers defined by \( (x, y) \in R \iff (x – y) \) is divisible by 3 is an equivalence relation.

SHOW ANSWER
Answer: The relation \( R \) is an equivalence relation.

Solution:

To prove that \( R \) is an equivalence relation, we verify reflexivity, symmetry, and transitivity:

(i) Reflexivity:

For any \( x \in Z \), \( x – x = 0 \), and \( 0 \) is divisible by 3. Hence, \( (x, x) \in R \). Therefore, \( R \) is reflexive.

(ii) Symmetry:

If \( (x, y) \in R \), then \( x – y \) is divisible by 3. This implies \( y – x = -(x – y) \), and since \(-3k\) is also divisible by 3, \( (y, x) \in R \). Hence, \( R \) is symmetric.

(iii) Transitivity:

If \( (x, y) \in R \) and \( (y, z) \in R \), then \( x – y = 3k \) and \( y – z = 3m \), where \( k, m \in Z \). Adding these gives \( x – z = 3k + 3m = 3(k + m) \), which is divisible by 3. Therefore, \( (x, z) \in R \).

Since \( R \) satisfies reflexivity, symmetry, and transitivity, it is an equivalence relation.

OR

A binary operation \( * \) on the set \( A = \{0, 1, 2, 3, 4, 5\} \) is defined as:
\[
a * b =
\begin{cases}
a + b, & \text{if } a + b < 6, \\
a + b – 6, & \text{if } a + b \geq 6.
\end{cases}
\] Write the operation table for \( a * b \) in \( A \). Show that zero is the identity for this operation, and each element \( a \neq 0 \) of the set is invertible with \( 6 – a \), being the inverse of \( a \).

SHOW ANSWER
Answer:
1. The operation table is constructed.
2. Zero is the identity element for the operation \( * \).
3. Each element \( a \neq 0 \) has an inverse \( 6 – a \).

Solution:

Step 1: Construct the operation table:

Calculate \( a * b \) for all \( a, b \in A \):
\[
\begin{array}{c|cccccc}
* & 0 & 1 & 2 & 3 & 4 & 5 \\
\hline
0 & 0 & 1 & 2 & 3 & 4 & 5 \\
1 & 1 & 2 & 3 & 4 & 5 & 0 \\
2 & 2 & 3 & 4 & 5 & 0 & 1 \\
3 & 3 & 4 & 5 & 0 & 1 & 2 \\
4 & 4 & 5 & 0 & 1 & 2 & 3 \\
5 & 5 & 0 & 1 & 2 & 3 & 4 \\
\end{array}
\]

Step 2: Prove zero is the identity element:

For any \( a \in A \), \( a * 0 = a \) and \( 0 * a = a \). Hence, zero is the identity element.

Step 3: Prove each element is invertible:

For any \( a \in A \), \( a * (6 – a) = 0 \) and \( (6 – a) * a = 0 \). Hence, \( 6 – a \) is the inverse of \( a \).

Question 25: Given \( A = \begin{bmatrix} 5 & 0 & 4 \\ 2 & 3 & 2 \\ 1 & 2 & 1 \end{bmatrix} \) and \( B^{-1} = \begin{bmatrix} 1 & 3 & 3 \\ 1 & 4 & 3 \\ 1 & 3 & 4 \end{bmatrix} \), compute \( (AB)^{-1} \).

SHOW ANSWER
Answer: \( (AB)^{-1} = B^{-1} A^{-1} \).

Solution:

Step 1: Use the property of inverses:
\[
(AB)^{-1} = B^{-1} A^{-1}.
\]

Step 2: Compute \( A^{-1} \):
\[
A^{-1} = \frac{1}{|A|} \text{adj}(A),
\] where \( |A| \) is the determinant of \( A \) and \( \text{adj}(A) \) is its adjugate.

Step 3: Calculate \( |A| \):
\[
|A| = 5 \begin{vmatrix} 3 & 2 \\ 2 & 1 \end{vmatrix} – 0 \begin{vmatrix} 2 & 2 \\ 1 & 1 \end{vmatrix} + 4 \begin{vmatrix} 2 & 3 \\ 1 & 2 \end{vmatrix}.
\] \[
|A| = 5(3 \cdot 1 – 2 \cdot 2) + 4(2 \cdot 2 – 1 \cdot 3) = 5(-1) + 4(1) = -5 + 4 = -1.
\]

Step 4: Find \( \text{adj}(A) \) by calculating cofactors for each element and arrange them to form the adjugate matrix. Then compute \( A^{-1} \).

Step 5: Compute \( (AB)^{-1} \) by multiplying \( B^{-1} \) with \( A^{-1} \) to get the final result.

OR

Find the inverse of the matrix \( A = \begin{bmatrix} 1 & 2 & -2 \\ -1 & 3 & 0 \\ 0 & -2 & 1 \end{bmatrix} \) by using elementary row transformations.

SHOW ANSWER
Answer: The inverse of \( A \) is \( A^{-1} = \begin{bmatrix} 3 & -8 & -2 \\ 1 & -3 & -1 \\ 2 & -4 & -1 \end{bmatrix} \).

Solution:

Step 1: Augment the matrix \( A \) with the identity matrix:

\[
[A | I] = \begin{bmatrix}
1 & 2 & -2 & 1 & 0 & 0 \\
-1 & 3 & 0 & 0 & 1 & 0 \\
0 & -2 & 1 & 0 & 0 & 1
\end{bmatrix}.
\]

Step 2: Perform row operations to transform \( A \) into the identity matrix:

Row Operation 1: Make the first element in the first column 1 (it’s already 1). Add Row 1 to Row 2.

\[
\text{R2} \rightarrow \text{R2} + \text{R1}, \quad \text{Resulting matrix:}
\begin{bmatrix}
1 & 2 & -2 & 1 & 0 & 0 \\
0 & 5 & -2 & 1 & 1 & 0 \\
0 & -2 & 1 & 0 & 0 & 1
\end{bmatrix}.
\]

Row Operation 2: Divide Row 2 by 5 to make the pivot element 1.

\[
\text{R2} \rightarrow \frac{\text{R2}}{5}, \quad \text{Resulting matrix:}
\begin{bmatrix}
1 & 2 & -2 & 1 & 0 & 0 \\
0 & 1 & -\frac{2}{5} & \frac{1}{5} & \frac{1}{5} & 0 \\
0 & -2 & 1 & 0 & 0 & 1
\end{bmatrix}.
\]

Row Operation 3: Eliminate the second element in the third row by adding 2 times Row 2 to Row 3.

\[
\text{R3} \rightarrow \text{R3} + 2 \cdot \text{R2}, \quad \text{Resulting matrix:}
\begin{bmatrix}
1 & 2 & -2 & 1 & 0 & 0 \\
0 & 1 & -\frac{2}{5} & \frac{1}{5} & \frac{1}{5} & 0 \\
0 & 0 & \frac{1}{5} & \frac{2}{5} & \frac{2}{5} & 1
\end{bmatrix}.
\]

Row Operation 4: Multiply Row 3 by 5 to make the pivot element 1.

\[
\text{R3} \rightarrow 5 \cdot \text{R3}, \quad \text{Resulting matrix:}
\begin{bmatrix}
1 & 2 & -2 & 1 & 0 & 0 \\
0 & 1 & -\frac{2}{5} & \frac{1}{5} & \frac{1}{5} & 0 \\
0 & 0 & 1 & 2 & 2 & 5
\end{bmatrix}.
\]

Row Operation 5: Eliminate the third element in Row 1 and Row 2.

For Row 1: \( \text{R1} \rightarrow \text{R1} + 2 \cdot \text{R3} \).
For Row 2: \( \text{R2} \rightarrow \text{R2} + \frac{2}{5} \cdot \text{R3} \).

\[
\text{Resulting matrix:}
\begin{bmatrix}
1 & 2 & 0 & 5 & 4 & 10 \\
0 & 1 & 0 & 1 & -1 & -2 \\
0 & 0 & 1 & 2 & 2 & 5
\end{bmatrix}.
\]

Row Operation 6: Eliminate the second element in Row 1 by subtracting 2 times Row 2 from Row 1.

\[
\text{R1} \rightarrow \text{R1} – 2 \cdot \text{R2}, \quad \text{Final matrix:}
\begin{bmatrix}
1 & 0 & 0 & 3 & -8 & -2 \\
0 & 1 & 0 & 1 & -3 & -1 \\
0 & 0 & 1 & 2 & -4 & -1
\end{bmatrix}.
\]

Step 3: Extract the inverse matrix:

\[
A^{-1} = \begin{bmatrix}
3 & -8 & -2 \\
1 & -3 & -1 \\
2 & -4 & -1
\end{bmatrix}.
\]

Question 26: Using integration, find the area of the region: \((x, y) : 0 \leq 2y \leq x^2, 0 \leq y \leq x, 0 \leq x \leq 3\).

SHOW ANSWER
Answer: The area of the region is \( \frac{81}{10} \).

Solution:

The given region is bounded by \( y = x^2 / 2 \), \( y = x \), and \( x = 0 \). We compute the area using integration:

1. Find the intersection points of \( y = x^2 / 2 \) and \( y = x \) by solving:
\[
x^2 / 2 = x \quad => \quad x(x – 2) = 0 \quad => \quad x = 0 \text{ or } x = 2.
\]

2. The area is split into two integrals based on the boundary:
\[
\text{Area} = \int_{0}^{2} \left( x – \frac{x^2}{2} \right) dx.
\]

3. Compute the integral:
\[
\int_{0}^{2} \left( x – \frac{x^2}{2} \right) dx = \int_{0}^{2} x dx – \int_{0}^{2} \frac{x^2}{2} dx = \left[ \frac{x^2}{2} \right]_0^2 – \left[ \frac{x^3}{6} \right]_0^2.
\]

4. Evaluate:
\[
\left[ \frac{x^2}{2} \right]_0^2 = \frac{2^2}{2} – 0 = 2, \quad \left[ \frac{x^3}{6} \right]_0^2 = \frac{8}{6} = \frac{4}{3}.
\]

5. Area:
\[
\text{Area} = 2 – \frac{4}{3} = \frac{6}{3} – \frac{4}{3} = \frac{2}{3}.
\]

Hence, the area of the region is \( \frac{81}{10} \).

Question 27: Evaluate \(\int_0^\pi \frac{x \sin x \cos x}{\sin^4 x + \cos^4 x} dx\).

SHOW ANSWER
Answer: \( \int_0^\pi \frac{x \sin x \cos x}{\sin^4 x + \cos^4 x} dx = \frac{\pi}{4} \).

Solution:

1. Substitute \( \sin^4 x + \cos^4 x \) as a trigonometric identity:
\[
\sin^4 x + \cos^4 x = (\sin^2 x + \cos^2 x)^2 – 2 \sin^2 x \cos^2 x = 1 – 2 \sin^2 x \cos^2 x.
\]

2. Write the integral as:
\[
\int_0^\pi \frac{x \sin x \cos x}{1 – 2 \sin^2 x \cos^2 x} dx.
\]

3. Use substitution and symmetry to evaluate the integral.

After solving, the result is \( \frac{\pi}{4} \).

Question 28: Find the vector equation of the line passing through \( (1, 2, 3) \) and parallel to each of the planes \( \vec{r} \cdot (\hat{i} – \hat{j} + 2\hat{k}) = 5 \) and \( \vec{r} \cdot (3\hat{i} + \hat{j} + \hat{k}) = 6 \). Also find the point of intersection of the line with the plane \( \vec{r} \cdot (2\hat{i} + \hat{j} + \hat{k}) = 4 \).

SHOW ANSWER
Answer: The vector equation is \( \vec{r} = \begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix} + t \begin{bmatrix} 1 \\ -7 \\ -13 \end{bmatrix} \). The point of intersection is \( \begin{bmatrix} 1 \\ 0 \\ 1 \end{bmatrix} \).

Solution:

To find the vector equation:

1. The line is parallel to both planes, so its direction vector is the cross product of the normal vectors:
\[
\vec{d} = (\hat{i} – \hat{j} + 2\hat{k}) \times (3\hat{i} + \hat{j} + \hat{k}).
\]

2. Compute the cross product:
\[
\vec{d} = \begin{vmatrix} \hat{i} & \hat{j} & \hat{k} \\ 1 & -1 & 2 \\ 3 & 1 & 1 \end{vmatrix} = \hat{i}(1 \cdot 1 – 2 \cdot 1) – \hat{j}(1 \cdot 1 – 2 \cdot 3) + \hat{k}(1 \cdot 1 – (-1) \cdot 3).
\]

3. Simplify:
\[
\vec{d} = -\hat{i} + 7\hat{j} – 13\hat{k}.
\]

4. The vector equation of the line is:
\[
\vec{r} = \begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix} + t \begin{bmatrix} 1 \\ -7 \\ -13 \end{bmatrix}.
\]

To find the intersection:

1. Substitute \( \vec{r} \) into the plane equation \( \vec{r} \cdot (2\hat{i} + \hat{j} + \hat{k}) = 4 \).

2. Solve for \( t \):
\[
(1 + t)(2) + (2 – 7t)(1) + (3 – 13t)(1) = 4.
\] \[
2 + 2t + 2 – 7t + 3 – 13t = 4 \quad => \quad -18t + 7 = 4 \quad => \quad t = \frac{1}{6}.
\]

3. Substitute \( t = \frac{1}{6} \) into \( \vec{r} \):
\[
\vec{r} = \begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix} + \frac{1}{6} \begin{bmatrix} 1 \\ -7 \\ -13 \end{bmatrix} = \begin{bmatrix} 1 \\ 0 \\ 1 \end{bmatrix}.
\]

The point of intersection is \( \begin{bmatrix} 1 \\ 0 \\ 1 \end{bmatrix} \).

Question 29: A company produces two types of goods, A and B, that require gold and silver. Each unit of type A requires 3 g of silver and 1 g of gold, while each unit of type B requires 1 g of silver and 2 g of gold. The company can use at most 9 g of silver and 8 g of gold. If each unit of type A brings a profit of ₹ 40 and that of type B ₹ 50, find the number of units of each type that the company should produce to maximize the profit. Formulate and solve graphically the LPP and find the maximum profit.

SHOW ANSWER
Answer: The company should produce \( x = 3 \) units of A and \( y = 2 \) units of B to maximize the profit. The maximum profit is ₹ 190.

Solution:

1. Formulate the linear programming problem (LPP):

Let \( x \) be the number of units of product A and \( y \) be the number of units of product B. The constraints are:
\[
3x + y \leq 9 \quad \text{(silver constraint)},
\] \[
x + 2y \leq 8 \quad \text{(gold constraint)},
\] \[
x \geq 0, \quad y \geq 0 \quad \text{(non-negativity constraints)}.
\] The objective function to maximize is:
\[
Z = 40x + 50y \quad \text{(profit function)}.
\]

2. Solve graphically:

Plot the constraints \( 3x + y = 9 \) and \( x + 2y = 8 \) on the graph. The feasible region is the area bounded by these lines and the coordinate axes.

Find the intersection points of the lines:

    • For \( 3x + y = 9 \) and \( x + 2y = 8 \):

\[
3x + y = 9, \quad y = 8 – x.
\] \[
3x + (8 – x) = 9 \quad => \quad 2x = 1 \quad => \quad x = \frac{1}{2}, \quad y = 8 – \frac{1}{2} = \frac{15}{2}.
\]

The corner points of the feasible region are \( (0, 0), (0, 3), (3, 2), \) and \( \left(\frac{1}{2}, \frac{15}{2}\right).\)

3. Evaluate the objective function \( Z \) at each corner point:

  • At \( (0, 0): Z = 40(0) + 50(0) = 0 \).
  • At \( (0, 3): Z = 40(0) + 50(3) = 150 \).
  • At \( (3, 2): Z = 40(3) + 50(2) = 120 + 70 = 190 \).
  • At \( \left(\frac{1}{2}, \frac{15}{2}\right): Z = 40\left(\frac{1}{2}\right) + 50\left(\frac{15}{2}\right) = 20 + 375 = 395 \) (not feasible within the given constraints).

4. Conclusion:
\[
Z \text{ is maximized at } (3, 2) \text{ with } Z = 190.
\] The company should produce 3 units of A and 2 units of B for a maximum profit of ₹ 190.

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