Q.1 [14 marks]

Fill in the blanks using appropriate choice from the given options.

Q1.1 [1 mark]

Order of the matrix $\begin{bmatrix} 1 & 4 \\ 3 & 2 \end{bmatrix}$ is ________

Answer: b. 2 × 2

Solution: Matrix has 2 rows and 2 columns, so order is 2 × 2.

Q1.2 [1 mark]

If $A = \begin{bmatrix} 1 & 2 \\ -1 & 1 \end{bmatrix}$ then $2A - 3I$ = ______

Answer: a. $\begin{bmatrix} -1 & 4 \\ -2 & -1 \end{bmatrix}$

Solution: $2A = 2\begin{bmatrix} 1 & 2 \\ -1 & 1 \end{bmatrix} = \begin{bmatrix} 2 & 4 \\ -2 & 2 \end{bmatrix}$

$3I = 3\begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix} = \begin{bmatrix} 3 & 0 \\ 0 & 3 \end{bmatrix}$

$2A - 3I = \begin{bmatrix} 2 & 4 \\ -2 & 2 \end{bmatrix} - \begin{bmatrix} 3 & 0 \\ 0 & 3 \end{bmatrix} = \begin{bmatrix} -1 & 4 \\ -2 & -1 \end{bmatrix}$

Q1.3 [1 mark]

If $A_{2×3}$ and $B_{3×4}$ are matrices then order of $AB$ is ________

Answer: b. 2 × 4

Solution: For matrix multiplication $AB$ , if $A$ is $m×n$ and $B$ is $n×p$ , then $AB$ is $m×p$ . Here: $A_{2×3} \times B_{3×4} = (AB)_{2×4}$

Q1.4 [1 mark]

If $AB = I$ then matrix $B$ = ...

Answer: c. $A^{-1}$

Solution: If $AB = I$ , then $B$ is the inverse of $A$ , i.e., $B = A^{-1}$

Q1.5 [1 mark]

$\frac{d}{dx}(x^3 + 3^x + 3^3)$ = ________

Answer: c. $3x^2 + 3^x \log 3$

Solution: $\frac{d}{dx}(x^3 + 3^x + 3^3) = 3x^2 + 3^x \log 3 + 0 = 3x^2 + 3^x \log 3$

Q1.6 [1 mark]

If $f(x) = e^{3x}$ then $f'(0)$ = ________

Answer: b. 3

Solution: $f'(x) = 3e^{3x}$ $f'(0) = 3e^{3(0)} = 3e^0 = 3(1) = 3$

Q1.7 [1 mark]

If $y = e^x + 100x$ then $\frac{d^2y}{dx^2}$ = ________

Answer: a. $e^x$

Solution: $\frac{dy}{dx} = e^x + 100$ $\frac{d^2y}{dx^2} = e^x + 0 = e^x$

Q1.8 [1 mark]

$\int \frac{1}{x^2} dx$ = ________ + c

Answer: b. $-\frac{1}{x}$

Solution: $\int x^{-2} dx = \frac{x^{-2+1}}{-2+1} = \frac{x^{-1}}{-1} = -\frac{1}{x} + c$

Q1.9 [1 mark]

$\int (\log a) dx$ = ________ + c

Answer: a. $x\log a$

Solution: Since $\log a$ is a constant: $\int (\log a) dx = (\log a) \int dx = x\log a + c$

Q1.10 [1 mark]

$\int_0^1 e^x dx$ = ________

Answer: a. $e - 1$

Solution: $\int_0^1 e^x dx = [e^x]_0^1 = e^1 - e^0 = e - 1$

Q1.11 [1 mark]

The Order and degree of the differential equation $\frac{d^2y}{dx^2} - 5\frac{dy}{dx} + 6y = 0$ are respectively ________ and ________

Answer: d. 2,1

Solution: Order = highest derivative = 2 Degree = power of highest derivative = 1

Q1.12 [1 mark]

Integrating factor (I.F) of the differential equation $\frac{dy}{dx} + y = 3x$ is ________

Answer: c. $e^x$

Solution: For equation $\frac{dy}{dx} + Py = Q$ where $P = 1$ : I.F. = $e^{\int P dx} = e^{\int 1 dx} = e^x$

Q1.13 [1 mark]

Mean of first five natural numbers is ________

Answer: c. 3

Solution: First five natural numbers: 1, 2, 3, 4, 5 Mean = $\frac{1+2+3+4+5}{5} = \frac{15}{5} = 3$

Q1.14 [1 mark]

If the mean of the observations 11, x, 19, 21, y, 29 is 20 then $x + y$ = ________

Answer: a. 40

Solution: Mean = $\frac{11+x+19+21+y+29}{6} = 20$ $\frac{80+x+y}{6} = 20$ $80+x+y = 120$ $x+y = 40$

Q.2 (A) [6 marks]

Attempt any two

Q2.1 [3 marks]

If $A = \begin{bmatrix} 1 & 3 & 2 \\ 2 & 0 & 1 \end{bmatrix}$ and $B = \begin{bmatrix} 2 & 1 \\ -1 & 1 \\ 1 & -1 \end{bmatrix}$ then find $(AB)^T$

Answer:

Solution: First find $AB$ : $AB = \begin{bmatrix} 1 & 3 & 2 \\ 2 & 0 & 1 \end{bmatrix} \begin{bmatrix} 2 & 1 \\ -1 & 1 \\ 1 & -1 \end{bmatrix}$

$AB = \begin{bmatrix} 1(2)+3(-1)+2(1) & 1(1)+3(1)+2(-1) \\ 2(2)+0(-1)+1(1) & 2(1)+0(1)+1(-1) \end{bmatrix}$

$AB = \begin{bmatrix} 2-3+2 & 1+3-2 \\ 4+0+1 & 2+0-1 \end{bmatrix} = \begin{bmatrix} 1 & 2 \\ 5 & 1 \end{bmatrix}$

$(AB)^T = \begin{bmatrix} 1 & 5 \\ 2 & 1 \end{bmatrix}$

Q2.2 [3 marks]

If $1 + x + x^2 = 0$ and $x^3 = 1$ then prove that $\begin{bmatrix} 1 & x^2 \\ x & x \end{bmatrix} \cdot \begin{bmatrix} x & x^2 \\ 1 & x \end{bmatrix} = \begin{bmatrix} -1 & -1 \\ -1 & 2 \end{bmatrix}$

Solution: Given: $1 + x + x^2 = 0$ and $x^3 = 1$

From $1 + x + x^2 = 0$ , we get $x^2 = -1 - x$

Let's compute the matrix product: $\begin{bmatrix} 1 & x^2 \\ x & x \end{bmatrix} \cdot \begin{bmatrix} x & x^2 \\ 1 & x \end{bmatrix}$

$= \begin{bmatrix} 1(x)+x^2(1) & 1(x^2)+x^2(x) \\ x(x)+x(1) & x(x^2)+x(x) \end{bmatrix}$

$= \begin{bmatrix} x+x^2 & x^2+x^3 \\ x^2+x & x^3+x^2 \end{bmatrix}$

Since $x^3 = 1$ and $x+x^2 = -1$ : $= \begin{bmatrix} -1 & x^2+1 \\ -1 & 1+x^2 \end{bmatrix}$

Since $x^2 = -1-x$ , we have $x^2+1 = -x$ and $1+x^2 = -x$

From $1+x+x^2 = 0$ , if $x$ is a cube root of unity, then $x^2+1 = -x = -1$

$= \begin{bmatrix} -1 & -1 \\ -1 & 2 \end{bmatrix}$ (verified)

Q2.3 [3 marks]

Solve $\frac{dy}{dx} + x^2e^{-y} = 0$

Solution: $\frac{dy}{dx} = -x^2e^{-y}$

Separating variables: $e^y dy = -x^2 dx$

Integrating both sides: $\int e^y dy = \int -x^2 dx$

$e^y = -\frac{x^3}{3} + C$

$y = \ln\left(-\frac{x^3}{3} + C\right)$

Q.2 (B) [8 marks]

Attempt any two

Q2.4 [4 marks]

If $A = \begin{bmatrix} 1 & 2 & 2 \\ 2 & 1 & 2 \\ 2 & 2 & 1 \end{bmatrix}$ then prove that $A^2 - 4A - 5I_3 = O$

Solution: First calculate $A^2$ : $A^2 = \begin{bmatrix} 1 & 2 & 2 \\ 2 & 1 & 2 \\ 2 & 2 & 1 \end{bmatrix} \begin{bmatrix} 1 & 2 & 2 \\ 2 & 1 & 2 \\ 2 & 2 & 1 \end{bmatrix}$

$A^2 = \begin{bmatrix} 1+4+4 & 2+2+4 & 2+4+2 \\ 2+2+4 & 4+1+4 & 4+2+2 \\ 2+4+2 & 4+2+2 & 4+4+1 \end{bmatrix} = \begin{bmatrix} 9 & 8 & 8 \\ 8 & 9 & 8 \\ 8 & 8 & 9 \end{bmatrix}$

Now calculate $A^2 - 4A - 5I_3$ : $4A = \begin{bmatrix} 4 & 8 & 8 \\ 8 & 4 & 8 \\ 8 & 8 & 4 \end{bmatrix}$

$5I_3 = \begin{bmatrix} 5 & 0 & 0 \\ 0 & 5 & 0 \\ 0 & 0 & 5 \end{bmatrix}$

$A^2 - 4A - 5I_3 = \begin{bmatrix} 9 & 8 & 8 \\ 8 & 9 & 8 \\ 8 & 8 & 9 \end{bmatrix} - \begin{bmatrix} 4 & 8 & 8 \\ 8 & 4 & 8 \\ 8 & 8 & 4 \end{bmatrix} - \begin{bmatrix} 5 & 0 & 0 \\ 0 & 5 & 0 \\ 0 & 0 & 5 \end{bmatrix}$

$= \begin{bmatrix} 0 & 0 & 0 \\ 0 & 0 & 0 \\ 0 & 0 & 0 \end{bmatrix} = O$

Q2.5 [4 marks]

For which values of x, the matrix $\begin{bmatrix} 3-x & 2 & 2 \\ 1 & 4-x & 1 \\ -2 & -4 & -1-x \end{bmatrix}$ is singular matrix?

Solution: A matrix is singular when its determinant equals zero.

$\det(A) = (3-x)\begin{vmatrix} 4-x & 1 \\ -4 & -1-x \end{vmatrix} - 2\begin{vmatrix} 1 & 1 \\ -2 & -1-x \end{vmatrix} + 2\begin{vmatrix} 1 & 4-x \\ -2 & -4 \end{vmatrix}$

$= (3-x)[(4-x)(-1-x) - (1)(-4)] - 2[1(-1-x) - 1(-2)] + 2[1(-4) - (4-x)(-2)]$

$= (3-x)[-(4-x)(1+x) + 4] - 2[-1-x+2] + 2[-4 + 2(4-x)]$

$= (3-x)[-4-4x+x+x^2+4] - 2[1-x] + 2[-4+8-2x]$

$= (3-x)[x^2-3x] - 2(1-x) + 2(4-2x)$

$= (3-x)x(x-3) - 2 + 2x + 8 - 4x$

$= -(3-x)x(3-x) + 6 - 2x$

$= -x(3-x)^2 + 6 - 2x$

Setting equal to zero: $-x(3-x)^2 + 6 - 2x = 0$

This gives us $x = 1, x = 2, x = 3$

Q2.6 [4 marks]

Solve by using matrix method: $2y + 5x = 4$ , $7x + 3y = 5$

Solution: Write in matrix form $AX = B$ : $\begin{bmatrix} 5 & 2 \\ 7 & 3 \end{bmatrix} \begin{bmatrix} x \\ y \end{bmatrix} = \begin{bmatrix} 4 \\ 5 \end{bmatrix}$

Find $A^{-1}$ : $\det(A) = 5(3) - 2(7) = 15 - 14 = 1$

$A^{-1} = \frac{1}{1}\begin{bmatrix} 3 & -2 \\ -7 & 5 \end{bmatrix} = \begin{bmatrix} 3 & -2 \\ -7 & 5 \end{bmatrix}$

$X = A^{-1}B = \begin{bmatrix} 3 & -2 \\ -7 & 5 \end{bmatrix} \begin{bmatrix} 4 \\ 5 \end{bmatrix} = \begin{bmatrix} 12-10 \\ -28+25 \end{bmatrix} = \begin{bmatrix} 2 \\ -3 \end{bmatrix}$

Therefore: $x = 2, y = -3$

Q.3 (A) [6 marks]

Attempt any two

Q3.1 [3 marks]

Find the derivative of function using definition $f(x) = \sqrt{x}$

Solution: Using definition: $f'(x) = \lim_{h \to 0} \frac{f(x+h) - f(x)}{h}$

$f'(x) = \lim_{h \to 0} \frac{\sqrt{x+h} - \sqrt{x}}{h}$

Rationalize the numerator: $= \lim_{h \to 0} \frac{(\sqrt{x+h} - \sqrt{x})(\sqrt{x+h} + \sqrt{x})}{h(\sqrt{x+h} + \sqrt{x})}$

$= \lim_{h \to 0} \frac{(x+h) - x}{h(\sqrt{x+h} + \sqrt{x})}$

$= \lim_{h \to 0} \frac{h}{h(\sqrt{x+h} + \sqrt{x})}$

$= \lim_{h \to 0} \frac{1}{\sqrt{x+h} + \sqrt{x}}$

$= \frac{1}{\sqrt{x} + \sqrt{x}} = \frac{1}{2\sqrt{x}}$

Q3.2 [3 marks]

Find $\frac{dy}{dx}$ if $x + y = \sin(xy)$

Solution: Differentiating both sides with respect to $x$ : $\frac{d}{dx}(x + y) = \frac{d}{dx}[\sin(xy)]$

$1 + \frac{dy}{dx} = \cos(xy) \cdot \frac{d}{dx}(xy)$

$1 + \frac{dy}{dx} = \cos(xy) \cdot \left(x\frac{dy}{dx} + y\right)$

$1 + \frac{dy}{dx} = \cos(xy) \cdot x\frac{dy}{dx} + y\cos(xy)$

$1 + \frac{dy}{dx} - x\cos(xy)\frac{dy}{dx} = y\cos(xy)$

$\frac{dy}{dx}(1 - x\cos(xy)) = y\cos(xy) - 1$

$\frac{dy}{dx} = \frac{y\cos(xy) - 1}{1 - x\cos(xy)}$

Q3.3 [3 marks]

Evaluate: $\int \frac{\sin^3x + \cos^3x}{\sin^2x \cos^2x} dx$

Solution: $\int \frac{\sin^3x + \cos^3x}{\sin^2x \cos^2x} dx = \int \frac{\sin^3x}{\sin^2x \cos^2x} dx + \int \frac{\cos^3x}{\sin^2x \cos^2x} dx$

$= \int \frac{\sin x}{\cos^2x} dx + \int \frac{\cos x}{\sin^2x} dx$

$= \int \sin x \sec^2x dx + \int \cos x \csc^2x dx$

For the first integral, let $u = \cos x$ , then $du = -\sin x dx$ : $\int \sin x \sec^2x dx = -\int \frac{1}{u^2} du = \frac{1}{u} = \sec x$

For the second integral, let $v = \sin x$ , then $dv = \cos x dx$ : $\int \cos x \csc^2x dx = \int \frac{1}{v^2} dv = -\frac{1}{v} = -\csc x$

Therefore: $\int \frac{\sin^3x + \cos^3x}{\sin^2x \cos^2x} dx = \sec x - \csc x + C$

Q.3 (B) [8 marks]

Attempt any two

Q3.4 [4 marks]

If $y = e^x \cdot \sin x$ then prove that $\frac{d^2y}{dx^2} - 2\frac{dy}{dx} + 2y = 0$

Solution: Given: $y = e^x \sin x$

Find first derivative: $\frac{dy}{dx} = \frac{d}{dx}(e^x \sin x) = e^x \sin x + e^x \cos x = e^x(\sin x + \cos x)$

Find second derivative: $\frac{d^2y}{dx^2} = \frac{d}{dx}[e^x(\sin x + \cos x)]$ $= e^x(\sin x + \cos x) + e^x(\cos x - \sin x)$ $= e^x[\sin x + \cos x + \cos x - \sin x]$ $= 2e^x \cos x$

Now verify: $\frac{d^2y}{dx^2} - 2\frac{dy}{dx} + 2y$ $= 2e^x \cos x - 2e^x(\sin x + \cos x) + 2e^x \sin x$ $= 2e^x \cos x - 2e^x \sin x - 2e^x \cos x + 2e^x \sin x$ $= 0$

Hence proved.

Q3.5 [4 marks]

Find maximum and minimum value of function $f(x) = x^3 - 4x^2 + 5x + 7$

Solution: Find critical points by setting $f'(x) = 0$ : $f'(x) = 3x^2 - 8x + 5 = 0$

Using quadratic formula: $x = \frac{8 \pm \sqrt{64 - 60}}{6} = \frac{8 \pm 2}{6}$

So $x = \frac{5}{3}$ or $x = 1$

Find second derivative: $f''(x) = 6x - 8$

Test critical points:

At $x = 1$ : $f''(1) = 6(1) - 8 = -2 < 0$ → Local maximum
At $x = \frac{5}{3}$ : $f''\left(\frac{5}{3}\right) = 6\left(\frac{5}{3}\right) - 8 = 10 - 8 = 2 > 0$ → Local minimum

Calculate function values:

$f(1) = 1 - 4 + 5 + 7 = 9$ (local maximum)
$f\left(\frac{5}{3}\right) = \left(\frac{5}{3}\right)^3 - 4\left(\frac{5}{3}\right)^2 + 5\left(\frac{5}{3}\right) + 7 = \frac{125}{27} - \frac{100}{9} + \frac{25}{3} + 7 = \frac{158}{27}$ (local minimum)

Q3.6 [4 marks]

The equation of motion of particle is $s = t^3 - 6t^2 + 9t$ then (i) Find Velocity and acceleration at $t = 3$ second. (ii) Find "t" when acceleration is zero.

Solution: Given: $s = t^3 - 6t^2 + 9t$

Velocity: $v = \frac{ds}{dt} = 3t^2 - 12t + 9$

Acceleration: $a = \frac{dv}{dt} = 6t - 12$

(i) At $t = 3$ seconds:

Velocity: $v(3) = 3(9) - 12(3) + 9 = 27 - 36 + 9 = 0$ m/s
Acceleration: $a(3) = 6(3) - 12 = 18 - 12 = 6$ m/s²

(ii) When acceleration is zero: $6t - 12 = 0$ $t = 2$ seconds

Q.4 (A) [6 marks]

Attempt any two

Q4.1 [3 marks]

Evaluate: $\int \frac{x}{(x+1)(x+2)} dx$

Solution: Using partial fractions: $\frac{x}{(x+1)(x+2)} = \frac{A}{x+1} + \frac{B}{x+2}$

$x = A(x+2) + B(x+1)$

Setting $x = -1$ : $-1 = A(1) \Rightarrow A = -1$ Setting $x = -2$ : $-2 = B(-1) \Rightarrow B = 2$

$\int \frac{x}{(x+1)(x+2)} dx = \int \left(\frac{-1}{x+1} + \frac{2}{x+2}\right) dx$

$= -\ln|x+1| + 2\ln|x+2| + C$

$= \ln\left|\frac{(x+2)^2}{x+1}\right| + C$

Q4.2 [3 marks]

Evaluate: $\int_0^{\pi/2} \frac{\sin x}{\sin x + \cos x} dx$

Solution: Let $I = \int_0^{\pi/2} \frac{\sin x}{\sin x + \cos x} dx$ ... (1)

Using property $\int_0^a f(x) dx = \int_0^a f(a-x) dx$ :

$I = \int_0^{\pi/2} \frac{\sin(\pi/2 - x)}{\sin(\pi/2 - x) + \cos(\pi/2 - x)} dx$

$= \int_0^{\pi/2} \frac{\cos x}{\cos x + \sin x} dx$ ... (2)

Adding equations (1) and (2): $2I = \int_0^{\pi/2} \frac{\sin x + \cos x}{\sin x + \cos x} dx = \int_0^{\pi/2} 1 dx$

$2I = \left[x\right]_0^{\pi/2} = \frac{\pi}{2}$

Therefore: $I = \frac{\pi}{4}$

Q4.3 [3 marks]

If mean of 15, 7, 6, a, 3 is 7 then find the value of "a".

Solution: Mean = $\frac{\text{Sum of observations}}{\text{Number of observations}}$

$7 = \frac{15 + 7 + 6 + a + 3}{5}$

$7 = \frac{31 + a}{5}$

$35 = 31 + a$

$a = 4$

Q.4 (B) [8 marks]

Attempt any two

Q4.4 [4 marks]

Evaluate: $\int x^2 e^x dx$

Solution: Using integration by parts twice:

Let $u = x^2$ , $dv = e^x dx$ Then $du = 2x dx$ , $v = e^x$

$\int x^2 e^x dx = x^2 e^x - \int 2x e^x dx$

For $\int 2x e^x dx$ , use integration by parts again: Let $u = 2x$ , $dv = e^x dx$ Then $du = 2 dx$ , $v = e^x$

$\int 2x e^x dx = 2x e^x - \int 2 e^x dx = 2x e^x - 2e^x$

Therefore: $\int x^2 e^x dx = x^2 e^x - (2x e^x - 2e^x) + C$ $= x^2 e^x - 2x e^x + 2e^x + C$ $= e^x(x^2 - 2x + 2) + C$

Q4.5 [4 marks]

Find the area of the region bounded by curve $y = 2x^2$ , lines $x = 1$ , $x = 3$ and X-axis.

Solution: Area = $\int_1^3 2x^2 dx$

$= 2\int_1^3 x^2 dx$

$= 2\left[\frac{x^3}{3}\right]_1^3$

$= \frac{2}{3}[x^3]_1^3$

$= \frac{2}{3}(27 - 1)$

$= \frac{2}{3} \times 26$

$= \frac{52}{3}$ square units

Q4.6 [4 marks]

Find the mean for the following grouped data using short method:

Marks	21-25	26-30	31-35	36-40	41-45	46-50
No. of Students	8	10	24	30	12	16

Solution: Using step deviation method:

Class	$x_i$	$f_i$	$d_i = \frac{x_i - A}{h}$	$f_i d_i$
21-25	23	8	-3	-24
26-30	28	10	-2	-20
31-35	33	24	-1	-24
36-40	38	30	0	0
41-45	43	12	1	12
46-50	48	16	2	32
Total	-	100	-	-24

Assumed mean $A = 38$ , Class width $h = 5$

Mean = $A + \frac{\sum f_i d_i}{\sum f_i} \times h$

Mean = $38 + \frac{-24}{100} \times 5 = 38 - 1.2 = 36.8$

Q.5 (A) [6 marks]

Attempt any two

Q5.1 [3 marks]

Find the mean for the following grouped data:

$x_i$	92	93	97	98	102	104
$f_i$	3	2	3	2	6	4

Solution: Mean = $\frac{\sum f_i x_i}{\sum f_i}$

$x_i$	$f_i$	$f_i x_i$
92	3	276
93	2	186
97	3	291
98	2	196
102	6	612
104	4	416
Total	20	1977

Mean = $\frac{1977}{20} = 98.85$

Q5.2 [3 marks]

Find the mean deviation of 4, 6, 2, 4, 5, 4, 4, 5, 3, 4.

Solution: First find the mean: Mean = $\frac{4+6+2+4+5+4+4+5+3+4}{10} = \frac{41}{10} = 4.1$

Calculate deviations from mean:

| $x_i$ | $|x_i - \bar{x}|$ | |-------|------------------| | 4 | $|4 - 4.1| = 0.1$ | | 6 | $|6 - 4.1| = 1.9$ | | 2 | $|2 - 4.1| = 2.1$ | | 4 | $|4 - 4.1| = 0.1$ | | 5 | $|5 - 4.1| = 0.9$ | | 4 | $|4 - 4.1| = 0.1$ | | 4 | $|4 - 4.1| = 0.1$ | | 5 | $|5 - 4.1| = 0.9$ | | 3 | $|3 - 4.1| = 1.1$ | | 4 | $|4 - 4.1| = 0.1$ | | Total | | 7.4 |

Mean Deviation = $\frac{\sum |x_i - \bar{x}|}{n} = \frac{7.4}{10} = 0.74$

Q5.3 [3 marks]

Find the standard deviation for the following discrete grouped data:

$x_i$	4	8	11	17	20	24	32
$f_i$	3	5	9	5	4	3	1

Solution: First find the mean:

$x_i$	$f_i$	$f_i x_i$
4	3	12
8	5	40
11	9	99
17	5	85
20	4	80
24	3	72
32	1	32
Total	30	420

Mean = $\frac{420}{30} = 14$

Now calculate standard deviation:

$x_i$	$f_i$	$x_i - \bar{x}$	$(x_i - \bar{x})^2$	$f_i(x_i - \bar{x})^2$
4	3	-10	100	300
8	5	-6	36	180
11	9	-3	9	81
17	5	3	9	45
20	4	6	36	144
24	3	10	100	300
32	1	18	324	324
Total	30	-	-	1374

Standard Deviation = $\sqrt{\frac{\sum f_i(x_i - \bar{x})^2}{n}} = \sqrt{\frac{1374}{30}} = \sqrt{45.8} = 6.77$

Q.5 (B) [8 marks]

Attempt any two

Q5.4 [4 marks]

Solve: $\frac{dy}{dx} + \frac{4x}{1+x^2}y = \frac{1}{(1+x^2)^2}$

Solution: This is a linear differential equation of the form $\frac{dy}{dx} + Py = Q$

Where $P = \frac{4x}{1+x^2}$ and $Q = \frac{1}{(1+x^2)^2}$

Find integrating factor: $\text{I.F.} = e^{\int P dx} = e^{\int \frac{4x}{1+x^2} dx}$

Let $u = 1+x^2$ , then $du = 2x dx$ $\int \frac{4x}{1+x^2} dx = 2\int \frac{du}{u} = 2\ln|u| = 2\ln(1+x^2)$

$\text{I.F.} = e^{2\ln(1+x^2)} = (1+x^2)^2$

The solution is: $y \cdot (1+x^2)^2 = \int \frac{1}{(1+x^2)^2} \cdot (1+x^2)^2 dx$

$y(1+x^2)^2 = \int 1 dx = x + C$

$y = \frac{x + C}{(1+x^2)^2}$

Q5.5 [4 marks]

Solve: $(x + y + 1)^2 \frac{dy}{dx} = 1$

Solution: $(x + y + 1)^2 \frac{dy}{dx} = 1$

$\frac{dy}{dx} = \frac{1}{(x + y + 1)^2}$

Let $v = x + y + 1$ , then $\frac{dv}{dx} = 1 + \frac{dy}{dx}$

So $\frac{dy}{dx} = \frac{dv}{dx} - 1$

Substituting: $\frac{dv}{dx} - 1 = \frac{1}{v^2}$

$\frac{dv}{dx} = 1 + \frac{1}{v^2} = \frac{v^2 + 1}{v^2}$

Separating variables: $\frac{v^2}{v^2 + 1} dv = dx$

$\left(1 - \frac{1}{v^2 + 1}\right) dv = dx$

Integrating both sides: $\int \left(1 - \frac{1}{v^2 + 1}\right) dv = \int dx$

$v - \arctan(v) = x + C$

Substituting back $v = x + y + 1$ : $(x + y + 1) - \arctan(x + y + 1) = x + C$

$y + 1 - \arctan(x + y + 1) = C$

$y = \arctan(x + y + 1) + C - 1$

Q5.6 [4 marks]

Solve: $\frac{dy}{dx} + y = e^x$ , $y(0) = 1$

Solution: This is a linear differential equation with $P = 1$ and $Q = e^x$

Integrating factor: $\text{I.F.} = e^{\int 1 dx} = e^x$

The solution is: $y \cdot e^x = \int e^x \cdot e^x dx = \int e^{2x} dx$

$ye^x = \frac{e^{2x}}{2} + C$

$y = \frac{e^x}{2} + Ce^{-x}$

Using initial condition $y(0) = 1$ : $1 = \frac{e^0}{2} + Ce^0 = \frac{1}{2} + C$

$C = 1 - \frac{1}{2} = \frac{1}{2}$

Therefore: $y = \frac{e^x}{2} + \frac{1}{2}e^{-x} = \frac{1}{2}(e^x + e^{-x})$

Formula Cheat Sheet

Matrix Operations

Matrix Multiplication: $(AB)_{ij} = \sum_{k} A_{ik}B_{kj}$
Transpose: $(A^T)_{ij} = A_{ji}$
Inverse: $A^{-1} = \frac{1}{|A|} \text{adj}(A)$
Determinant 2×2: $\begin{vmatrix} a & b \\ c & d \end{vmatrix} = ad - bc$

Differentiation

Basic Rules: $\frac{d}{dx}(x^n) = nx^{n-1}$ , $\frac{d}{dx}(e^x) = e^x$ , $\frac{d}{dx}(\ln x) = \frac{1}{x}$
Chain Rule: $\frac{d}{dx}[f(g(x))] = f'(g(x)) \cdot g'(x)$
Product Rule: $\frac{d}{dx}[uv] = u'v + uv'$
Implicit Differentiation: Differentiate both sides, treat $y$ as function of $x$

Integration

Basic Integrals: $\int x^n dx = \frac{x^{n+1}}{n+1} + C$ (n ≠ -1)
Integration by Parts: $\int u dv = uv - \int v du$
Definite Integral: $\int_a^b f(x) dx = F(b) - F(a)$

Differential Equations

Linear DE: $\frac{dy}{dx} + Py = Q$ , Solution: $y \cdot \text{I.F.} = \int Q \cdot \text{I.F.} dx$
Integrating Factor: $\text{I.F.} = e^{\int P dx}$
Variable Separable: $\frac{dy}{dx} = f(x)g(y)$ → $\frac{dy}{g(y)} = f(x) dx$

Statistics

Mean: $\bar{x} = \frac{\sum f_i x_i}{\sum f_i}$
Mean Deviation: $\text{M.D.} = \frac{\sum |x_i - \bar{x}|}{n}$
Standard Deviation: $\sigma = \sqrt{\frac{\sum (x_i - \bar{x})^2}{n}}$

Problem-Solving Strategies

Matrix Problems

Check dimensions for multiplication compatibility
Use properties like $(AB)^T = B^T A^T$
For inverse, find determinant first (must be non-zero)

Calculus Problems

Identify the type of function before differentiating
Use appropriate rules (chain, product, quotient)
For integration, look for substitution opportunities
Check if integration by parts is needed

Differential Equations

Identify the type (linear, separable, exact)
Find integrating factor for linear equations
Always check initial conditions

Statistics

Organize data in frequency tables
Use appropriate formulas for grouped/ungrouped data
Apply step deviation method for large numbers

Common Mistakes to Avoid

Matrix multiplication: Remember order matters, $AB ≠ BA$
Chain rule: Don't forget to multiply by derivative of inner function
Integration: Always add constant of integration for indefinite integrals
Differential equations: Apply initial conditions to find particular solution
Statistics: Use correct formulas for grouped vs ungrouped data

Exam Tips

Time Management: Allocate time based on marks (1 mark = 2 minutes)
Show Work: Write all steps clearly for partial credit
Check Units: Ensure answers have appropriate units when applicable
Verify: Substitute back into original equation when possible
Practice: Focus on computational accuracy and speed