Applied Mathematics (4320001) - Winter 2022 Solution

Complete solution guide for Applied Mathematics (4320001) Winter 2022 exam

Q.1 [14 marks]

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

Q1.1 [1 mark]

Order of the matrix [1432]\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=[1211]A = \begin{bmatrix} 1 & 2 \\ -1 & 1 \end{bmatrix} then 2A3I2A - 3I = ______

Answer: a. [1421]\begin{bmatrix} -1 & 4 \\ -2 & -1 \end{bmatrix}

Solution: 2A=2[1211]=[2422]2A = 2\begin{bmatrix} 1 & 2 \\ -1 & 1 \end{bmatrix} = \begin{bmatrix} 2 & 4 \\ -2 & 2 \end{bmatrix}

3I=3[1001]=[3003]3I = 3\begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix} = \begin{bmatrix} 3 & 0 \\ 0 & 3 \end{bmatrix}

2A3I=[2422][3003]=[1421]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 A2×3A_{2×3} and B3×4B_{3×4} are matrices then order of ABAB is ________

Answer: b. 2 × 4

Solution: For matrix multiplication ABAB, if AA is m×nm×n and BB is n×pn×p, then ABAB is m×pm×p. Here: A2×3×B3×4=(AB)2×4A_{2×3} \times B_{3×4} = (AB)_{2×4}

Q1.4 [1 mark]

If AB=IAB = I then matrix BB = ...

Answer: c. A1A^{-1}

Solution: If AB=IAB = I, then BB is the inverse of AA, i.e., B=A1B = A^{-1}

Q1.5 [1 mark]

ddx(x3+3x+33)\frac{d}{dx}(x^3 + 3^x + 3^3) = ________

Answer: c. 3x2+3xlog33x^2 + 3^x \log 3

Solution: ddx(x3+3x+33)=3x2+3xlog3+0=3x2+3xlog3\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)=e3xf(x) = e^{3x} then f(0)f'(0) = ________

Answer: b. 3

Solution: f(x)=3e3xf'(x) = 3e^{3x} f(0)=3e3(0)=3e0=3(1)=3f'(0) = 3e^{3(0)} = 3e^0 = 3(1) = 3

Q1.7 [1 mark]

If y=ex+100xy = e^x + 100x then d2ydx2\frac{d^2y}{dx^2} = ________

Answer: a. exe^x

Solution: dydx=ex+100\frac{dy}{dx} = e^x + 100 d2ydx2=ex+0=ex\frac{d^2y}{dx^2} = e^x + 0 = e^x

Q1.8 [1 mark]

1x2dx\int \frac{1}{x^2} dx = ________ + c

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

Solution: x2dx=x2+12+1=x11=1x+c\int x^{-2} dx = \frac{x^{-2+1}}{-2+1} = \frac{x^{-1}}{-1} = -\frac{1}{x} + c

Q1.9 [1 mark]

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

Answer: a. xlogax\log a

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

Q1.10 [1 mark]

01exdx\int_0^1 e^x dx = ________

Answer: a. e1e - 1

Solution: 01exdx=[ex]01=e1e0=e1\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 d2ydx25dydx+6y=0\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 dydx+y=3x\frac{dy}{dx} + y = 3x is ________

Answer: c. exe^x

Solution: For equation dydx+Py=Q\frac{dy}{dx} + Py = Q where P=1P = 1: I.F. = ePdx=e1dx=exe^{\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 = 1+2+3+4+55=155=3\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+yx + y = ________

Answer: a. 40

Solution: Mean = 11+x+19+21+y+296=20\frac{11+x+19+21+y+29}{6} = 20 80+x+y6=20\frac{80+x+y}{6} = 20 80+x+y=12080+x+y = 120 x+y=40x+y = 40

Q.2 (A) [6 marks]

Attempt any two

Q2.1 [3 marks]

If A=[132201]A = \begin{bmatrix} 1 & 3 & 2 \\ 2 & 0 & 1 \end{bmatrix} and B=[211111]B = \begin{bmatrix} 2 & 1 \\ -1 & 1 \\ 1 & -1 \end{bmatrix} then find (AB)T(AB)^T

Answer:

Solution: First find ABAB: AB=[132201][211111]AB = \begin{bmatrix} 1 & 3 & 2 \\ 2 & 0 & 1 \end{bmatrix} \begin{bmatrix} 2 & 1 \\ -1 & 1 \\ 1 & -1 \end{bmatrix}

AB=[1(2)+3(1)+2(1)1(1)+3(1)+2(1)2(2)+0(1)+1(1)2(1)+0(1)+1(1)]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=[23+21+324+0+12+01]=[1251]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=[1521](AB)^T = \begin{bmatrix} 1 & 5 \\ 2 & 1 \end{bmatrix}

Q2.2 [3 marks]

If 1+x+x2=01 + x + x^2 = 0 and x3=1x^3 = 1 then prove that [1x2xx][xx21x]=[1112]\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+x2=01 + x + x^2 = 0 and x3=1x^3 = 1

From 1+x+x2=01 + x + x^2 = 0, we get x2=1xx^2 = -1 - x

Let's compute the matrix product: [1x2xx][xx21x]\begin{bmatrix} 1 & x^2 \\ x & x \end{bmatrix} \cdot \begin{bmatrix} x & x^2 \\ 1 & x \end{bmatrix}

=[1(x)+x2(1)1(x2)+x2(x)x(x)+x(1)x(x2)+x(x)]= \begin{bmatrix} 1(x)+x^2(1) & 1(x^2)+x^2(x) \\ x(x)+x(1) & x(x^2)+x(x) \end{bmatrix}

=[x+x2x2+x3x2+xx3+x2]= \begin{bmatrix} x+x^2 & x^2+x^3 \\ x^2+x & x^3+x^2 \end{bmatrix}

Since x3=1x^3 = 1 and x+x2=1x+x^2 = -1: =[1x2+111+x2]= \begin{bmatrix} -1 & x^2+1 \\ -1 & 1+x^2 \end{bmatrix}

Since x2=1xx^2 = -1-x, we have x2+1=xx^2+1 = -x and 1+x2=x1+x^2 = -x

From 1+x+x2=01+x+x^2 = 0, if xx is a cube root of unity, then x2+1=x=1x^2+1 = -x = -1

=[1112]= \begin{bmatrix} -1 & -1 \\ -1 & 2 \end{bmatrix} (verified)

Q2.3 [3 marks]

Solve dydx+x2ey=0\frac{dy}{dx} + x^2e^{-y} = 0

Solution: dydx=x2ey\frac{dy}{dx} = -x^2e^{-y}

Separating variables: eydy=x2dxe^y dy = -x^2 dx

Integrating both sides: eydy=x2dx\int e^y dy = \int -x^2 dx

ey=x33+Ce^y = -\frac{x^3}{3} + C

y=ln(x33+C)y = \ln\left(-\frac{x^3}{3} + C\right)

Q.2 (B) [8 marks]

Attempt any two

Q2.4 [4 marks]

If A=[122212221]A = \begin{bmatrix} 1 & 2 & 2 \\ 2 & 1 & 2 \\ 2 & 2 & 1 \end{bmatrix} then prove that A24A5I3=OA^2 - 4A - 5I_3 = O

Solution: First calculate A2A^2: A2=[122212221][122212221]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}

A2=[1+4+42+2+42+4+22+2+44+1+44+2+22+4+24+2+24+4+1]=[988898889]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 A24A5I3A^2 - 4A - 5I_3: 4A=[488848884]4A = \begin{bmatrix} 4 & 8 & 8 \\ 8 & 4 & 8 \\ 8 & 8 & 4 \end{bmatrix}

5I3=[500050005]5I_3 = \begin{bmatrix} 5 & 0 & 0 \\ 0 & 5 & 0 \\ 0 & 0 & 5 \end{bmatrix}

A24A5I3=[988898889][488848884][500050005]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}

=[000000000]=O= \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 [3x2214x1241x]\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)=(3x)4x141x21121x+214x24\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}

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

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

=(3x)[44x+x+x2+4]2[1x]+2[4+82x]= (3-x)[-4-4x+x+x^2+4] - 2[1-x] + 2[-4+8-2x]

=(3x)[x23x]2(1x)+2(42x)= (3-x)[x^2-3x] - 2(1-x) + 2(4-2x)

=(3x)x(x3)2+2x+84x= (3-x)x(x-3) - 2 + 2x + 8 - 4x

=(3x)x(3x)+62x= -(3-x)x(3-x) + 6 - 2x

=x(3x)2+62x= -x(3-x)^2 + 6 - 2x

Setting equal to zero: x(3x)2+62x=0-x(3-x)^2 + 6 - 2x = 0

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

Q2.6 [4 marks]

Solve by using matrix method: 2y+5x=42y + 5x = 4, 7x+3y=57x + 3y = 5

Solution: Write in matrix form AX=BAX = B: [5273][xy]=[45]\begin{bmatrix} 5 & 2 \\ 7 & 3 \end{bmatrix} \begin{bmatrix} x \\ y \end{bmatrix} = \begin{bmatrix} 4 \\ 5 \end{bmatrix}

Find A1A^{-1}: det(A)=5(3)2(7)=1514=1\det(A) = 5(3) - 2(7) = 15 - 14 = 1

A1=11[3275]=[3275]A^{-1} = \frac{1}{1}\begin{bmatrix} 3 & -2 \\ -7 & 5 \end{bmatrix} = \begin{bmatrix} 3 & -2 \\ -7 & 5 \end{bmatrix}

X=A1B=[3275][45]=[121028+25]=[23]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=3x = 2, y = -3

Q.3 (A) [6 marks]

Attempt any two

Q3.1 [3 marks]

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

Solution: Using definition: f(x)=limh0f(x+h)f(x)hf'(x) = \lim_{h \to 0} \frac{f(x+h) - f(x)}{h}

f(x)=limh0x+hxhf'(x) = \lim_{h \to 0} \frac{\sqrt{x+h} - \sqrt{x}}{h}

Rationalize the numerator: =limh0(x+hx)(x+h+x)h(x+h+x)= \lim_{h \to 0} \frac{(\sqrt{x+h} - \sqrt{x})(\sqrt{x+h} + \sqrt{x})}{h(\sqrt{x+h} + \sqrt{x})}

=limh0(x+h)xh(x+h+x)= \lim_{h \to 0} \frac{(x+h) - x}{h(\sqrt{x+h} + \sqrt{x})}

=limh0hh(x+h+x)= \lim_{h \to 0} \frac{h}{h(\sqrt{x+h} + \sqrt{x})}

=limh01x+h+x= \lim_{h \to 0} \frac{1}{\sqrt{x+h} + \sqrt{x}}

=1x+x=12x= \frac{1}{\sqrt{x} + \sqrt{x}} = \frac{1}{2\sqrt{x}}

Q3.2 [3 marks]

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

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

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

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

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

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

dydx(1xcos(xy))=ycos(xy)1\frac{dy}{dx}(1 - x\cos(xy)) = y\cos(xy) - 1

dydx=ycos(xy)11xcos(xy)\frac{dy}{dx} = \frac{y\cos(xy) - 1}{1 - x\cos(xy)}

Q3.3 [3 marks]

Evaluate: sin3x+cos3xsin2xcos2xdx\int \frac{\sin^3x + \cos^3x}{\sin^2x \cos^2x} dx

Solution: sin3x+cos3xsin2xcos2xdx=sin3xsin2xcos2xdx+cos3xsin2xcos2xdx\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

=sinxcos2xdx+cosxsin2xdx= \int \frac{\sin x}{\cos^2x} dx + \int \frac{\cos x}{\sin^2x} dx

=sinxsec2xdx+cosxcsc2xdx= \int \sin x \sec^2x dx + \int \cos x \csc^2x dx

For the first integral, let u=cosxu = \cos x, then du=sinxdxdu = -\sin x dx: sinxsec2xdx=1u2du=1u=secx\int \sin x \sec^2x dx = -\int \frac{1}{u^2} du = \frac{1}{u} = \sec x

For the second integral, let v=sinxv = \sin x, then dv=cosxdxdv = \cos x dx: cosxcsc2xdx=1v2dv=1v=cscx\int \cos x \csc^2x dx = \int \frac{1}{v^2} dv = -\frac{1}{v} = -\csc x

Therefore: sin3x+cos3xsin2xcos2xdx=secxcscx+C\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=exsinxy = e^x \cdot \sin x then prove that d2ydx22dydx+2y=0\frac{d^2y}{dx^2} - 2\frac{dy}{dx} + 2y = 0

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

Find first derivative: dydx=ddx(exsinx)=exsinx+excosx=ex(sinx+cosx)\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: d2ydx2=ddx[ex(sinx+cosx)]\frac{d^2y}{dx^2} = \frac{d}{dx}[e^x(\sin x + \cos x)] =ex(sinx+cosx)+ex(cosxsinx)= e^x(\sin x + \cos x) + e^x(\cos x - \sin x) =ex[sinx+cosx+cosxsinx]= e^x[\sin x + \cos x + \cos x - \sin x] =2excosx= 2e^x \cos x

Now verify: d2ydx22dydx+2y\frac{d^2y}{dx^2} - 2\frac{dy}{dx} + 2y =2excosx2ex(sinx+cosx)+2exsinx= 2e^x \cos x - 2e^x(\sin x + \cos x) + 2e^x \sin x =2excosx2exsinx2excosx+2exsinx= 2e^x \cos x - 2e^x \sin x - 2e^x \cos x + 2e^x \sin x =0= 0

Hence proved.

Q3.5 [4 marks]

Find maximum and minimum value of function f(x)=x34x2+5x+7f(x) = x^3 - 4x^2 + 5x + 7

Solution: Find critical points by setting f(x)=0f'(x) = 0: f(x)=3x28x+5=0f'(x) = 3x^2 - 8x + 5 = 0

Using quadratic formula: x=8±64606=8±26x = \frac{8 \pm \sqrt{64 - 60}}{6} = \frac{8 \pm 2}{6}

So x=53x = \frac{5}{3} or x=1x = 1

Find second derivative: f(x)=6x8f''(x) = 6x - 8

Test critical points:

  • At x=1x = 1: f(1)=6(1)8=2<0f''(1) = 6(1) - 8 = -2 < 0 → Local maximum
  • At x=53x = \frac{5}{3}: f(53)=6(53)8=108=2>0f''\left(\frac{5}{3}\right) = 6\left(\frac{5}{3}\right) - 8 = 10 - 8 = 2 > 0 → Local minimum

Calculate function values:

  • f(1)=14+5+7=9f(1) = 1 - 4 + 5 + 7 = 9 (local maximum)
  • f(53)=(53)34(53)2+5(53)+7=125271009+253+7=15827f\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=t36t2+9ts = t^3 - 6t^2 + 9t then (i) Find Velocity and acceleration at t=3t = 3 second. (ii) Find "t" when acceleration is zero.

Solution: Given: s=t36t2+9ts = t^3 - 6t^2 + 9t

Velocity: v=dsdt=3t212t+9v = \frac{ds}{dt} = 3t^2 - 12t + 9

Acceleration: a=dvdt=6t12a = \frac{dv}{dt} = 6t - 12

(i) At t=3t = 3 seconds:

  • Velocity: v(3)=3(9)12(3)+9=2736+9=0v(3) = 3(9) - 12(3) + 9 = 27 - 36 + 9 = 0 m/s
  • Acceleration: a(3)=6(3)12=1812=6a(3) = 6(3) - 12 = 18 - 12 = 6 m/s²

(ii) When acceleration is zero: 6t12=06t - 12 = 0 t=2t = 2 seconds

Q.4 (A) [6 marks]

Attempt any two

Q4.1 [3 marks]

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

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

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

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

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

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

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

Q4.2 [3 marks]

Evaluate: 0π/2sinxsinx+cosxdx\int_0^{\pi/2} \frac{\sin x}{\sin x + \cos x} dx

Solution: Let I=0π/2sinxsinx+cosxdxI = \int_0^{\pi/2} \frac{\sin x}{\sin x + \cos x} dx ... (1)

Using property 0af(x)dx=0af(ax)dx\int_0^a f(x) dx = \int_0^a f(a-x) dx:

I=0π/2sin(π/2x)sin(π/2x)+cos(π/2x)dxI = \int_0^{\pi/2} \frac{\sin(\pi/2 - x)}{\sin(\pi/2 - x) + \cos(\pi/2 - x)} dx

=0π/2cosxcosx+sinxdx= \int_0^{\pi/2} \frac{\cos x}{\cos x + \sin x} dx ... (2)

Adding equations (1) and (2): 2I=0π/2sinx+cosxsinx+cosxdx=0π/21dx2I = \int_0^{\pi/2} \frac{\sin x + \cos x}{\sin x + \cos x} dx = \int_0^{\pi/2} 1 dx

2I=[x]0π/2=π22I = \left[x\right]_0^{\pi/2} = \frac{\pi}{2}

Therefore: I=π4I = \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 = Sum of observationsNumber of observations\frac{\text{Sum of observations}}{\text{Number of observations}}

7=15+7+6+a+357 = \frac{15 + 7 + 6 + a + 3}{5}

7=31+a57 = \frac{31 + a}{5}

35=31+a35 = 31 + a

a=4a = 4

Q.4 (B) [8 marks]

Attempt any two

Q4.4 [4 marks]

Evaluate: x2exdx\int x^2 e^x dx

Solution: Using integration by parts twice:

Let u=x2u = x^2, dv=exdxdv = e^x dx Then du=2xdxdu = 2x dx, v=exv = e^x

x2exdx=x2ex2xexdx\int x^2 e^x dx = x^2 e^x - \int 2x e^x dx

For 2xexdx\int 2x e^x dx, use integration by parts again: Let u=2xu = 2x, dv=exdxdv = e^x dx Then du=2dxdu = 2 dx, v=exv = e^x

2xexdx=2xex2exdx=2xex2ex\int 2x e^x dx = 2x e^x - \int 2 e^x dx = 2x e^x - 2e^x

Therefore: x2exdx=x2ex(2xex2ex)+C\int x^2 e^x dx = x^2 e^x - (2x e^x - 2e^x) + C =x2ex2xex+2ex+C= x^2 e^x - 2x e^x + 2e^x + C =ex(x22x+2)+C= e^x(x^2 - 2x + 2) + C

Q4.5 [4 marks]

Find the area of the region bounded by curve y=2x2y = 2x^2, lines x=1x = 1, x=3x = 3 and X-axis.

Solution: Area = 132x2dx\int_1^3 2x^2 dx

=213x2dx= 2\int_1^3 x^2 dx

=2[x33]13= 2\left[\frac{x^3}{3}\right]_1^3

=23[x3]13= \frac{2}{3}[x^3]_1^3

=23(271)= \frac{2}{3}(27 - 1)

=23×26= \frac{2}{3} \times 26

=523= \frac{52}{3} square units

Q4.6 [4 marks]

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

Marks21-2526-3031-3536-4041-4546-50
No. of Students81024301216

Solution: Using step deviation method:

Classxix_ifif_idi=xiAhd_i = \frac{x_i - A}{h}fidif_i d_i
21-25238-3-24
26-302810-2-20
31-353324-1-24
36-40383000
41-454312112
46-504816232
Total-100--24

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

Mean = A+fidifi×hA + \frac{\sum f_i d_i}{\sum f_i} \times h

Mean = 38+24100×5=381.2=36.838 + \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:

xix_i92939798102104
fif_i323264

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

xix_ifif_ifixif_i x_i
923276
932186
973291
982196
1026612
1044416
Total201977

Mean = 197720=98.85\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 = 4+6+2+4+5+4+4+5+3+410=4110=4.1\frac{4+6+2+4+5+4+4+5+3+4}{10} = \frac{41}{10} = 4.1

Calculate deviations from mean:

| xix_i | xixˉ|x_i - \bar{x}| | |-------|------------------| | 4 | 44.1=0.1|4 - 4.1| = 0.1 | | 6 | 64.1=1.9|6 - 4.1| = 1.9 | | 2 | 24.1=2.1|2 - 4.1| = 2.1 | | 4 | 44.1=0.1|4 - 4.1| = 0.1 | | 5 | 54.1=0.9|5 - 4.1| = 0.9 | | 4 | 44.1=0.1|4 - 4.1| = 0.1 | | 4 | 44.1=0.1|4 - 4.1| = 0.1 | | 5 | 54.1=0.9|5 - 4.1| = 0.9 | | 3 | 34.1=1.1|3 - 4.1| = 1.1 | | 4 | 44.1=0.1|4 - 4.1| = 0.1 | | Total | | 7.4 |

Mean Deviation = xixˉn=7.410=0.74\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:

xix_i481117202432
fif_i3595431

Solution: First find the mean:

xix_ifif_ifixif_i x_i
4312
8540
11999
17585
20480
24372
32132
Total30420

Mean = 42030=14\frac{420}{30} = 14

Now calculate standard deviation:

xix_ifif_ixixˉx_i - \bar{x}(xixˉ)2(x_i - \bar{x})^2fi(xixˉ)2f_i(x_i - \bar{x})^2
43-10100300
85-636180
119-3981
1753945
204636144
24310100300
32118324324
Total30--1374

Standard Deviation = fi(xixˉ)2n=137430=45.8=6.77\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: dydx+4x1+x2y=1(1+x2)2\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 dydx+Py=Q\frac{dy}{dx} + Py = Q

Where P=4x1+x2P = \frac{4x}{1+x^2} and Q=1(1+x2)2Q = \frac{1}{(1+x^2)^2}

Find integrating factor: I.F.=ePdx=e4x1+x2dx\text{I.F.} = e^{\int P dx} = e^{\int \frac{4x}{1+x^2} dx}

Let u=1+x2u = 1+x^2, then du=2xdxdu = 2x dx 4x1+x2dx=2duu=2lnu=2ln(1+x2)\int \frac{4x}{1+x^2} dx = 2\int \frac{du}{u} = 2\ln|u| = 2\ln(1+x^2)

I.F.=e2ln(1+x2)=(1+x2)2\text{I.F.} = e^{2\ln(1+x^2)} = (1+x^2)^2

The solution is: y(1+x2)2=1(1+x2)2(1+x2)2dxy \cdot (1+x^2)^2 = \int \frac{1}{(1+x^2)^2} \cdot (1+x^2)^2 dx

y(1+x2)2=1dx=x+Cy(1+x^2)^2 = \int 1 dx = x + C

y=x+C(1+x2)2y = \frac{x + C}{(1+x^2)^2}

Q5.5 [4 marks]

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

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

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

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

So dydx=dvdx1\frac{dy}{dx} = \frac{dv}{dx} - 1

Substituting: dvdx1=1v2\frac{dv}{dx} - 1 = \frac{1}{v^2}

dvdx=1+1v2=v2+1v2\frac{dv}{dx} = 1 + \frac{1}{v^2} = \frac{v^2 + 1}{v^2}

Separating variables: v2v2+1dv=dx\frac{v^2}{v^2 + 1} dv = dx

(11v2+1)dv=dx\left(1 - \frac{1}{v^2 + 1}\right) dv = dx

Integrating both sides: (11v2+1)dv=dx\int \left(1 - \frac{1}{v^2 + 1}\right) dv = \int dx

varctan(v)=x+Cv - \arctan(v) = x + C

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

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

y=arctan(x+y+1)+C1y = \arctan(x + y + 1) + C - 1

Q5.6 [4 marks]

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

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

Integrating factor: I.F.=e1dx=ex\text{I.F.} = e^{\int 1 dx} = e^x

The solution is: yex=exexdx=e2xdxy \cdot e^x = \int e^x \cdot e^x dx = \int e^{2x} dx

yex=e2x2+Cye^x = \frac{e^{2x}}{2} + C

y=ex2+Cexy = \frac{e^x}{2} + Ce^{-x}

Using initial condition y(0)=1y(0) = 1: 1=e02+Ce0=12+C1 = \frac{e^0}{2} + Ce^0 = \frac{1}{2} + C

C=112=12C = 1 - \frac{1}{2} = \frac{1}{2}

Therefore: y=ex2+12ex=12(ex+ex)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=kAikBkj(AB)_{ij} = \sum_{k} A_{ik}B_{kj}
  • Transpose: (AT)ij=Aji(A^T)_{ij} = A_{ji}
  • Inverse: A1=1Aadj(A)A^{-1} = \frac{1}{|A|} \text{adj}(A)
  • Determinant 2×2: abcd=adbc\begin{vmatrix} a & b \\ c & d \end{vmatrix} = ad - bc

Differentiation

  • Basic Rules: ddx(xn)=nxn1\frac{d}{dx}(x^n) = nx^{n-1}, ddx(ex)=ex\frac{d}{dx}(e^x) = e^x, ddx(lnx)=1x\frac{d}{dx}(\ln x) = \frac{1}{x}
  • Chain Rule: ddx[f(g(x))]=f(g(x))g(x)\frac{d}{dx}[f(g(x))] = f'(g(x)) \cdot g'(x)
  • Product Rule: ddx[uv]=uv+uv\frac{d}{dx}[uv] = u'v + uv'
  • Implicit Differentiation: Differentiate both sides, treat yy as function of xx

Integration

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

Differential Equations

  • Linear DE: dydx+Py=Q\frac{dy}{dx} + Py = Q, Solution: yI.F.=QI.F.dxy \cdot \text{I.F.} = \int Q \cdot \text{I.F.} dx
  • Integrating Factor: I.F.=ePdx\text{I.F.} = e^{\int P dx}
  • Variable Separable: dydx=f(x)g(y)\frac{dy}{dx} = f(x)g(y)dyg(y)=f(x)dx\frac{dy}{g(y)} = f(x) dx

Statistics

  • Mean: xˉ=fixifi\bar{x} = \frac{\sum f_i x_i}{\sum f_i}
  • Mean Deviation: M.D.=xixˉn\text{M.D.} = \frac{\sum |x_i - \bar{x}|}{n}
  • Standard Deviation: σ=(xixˉ)2n\sigma = \sqrt{\frac{\sum (x_i - \bar{x})^2}{n}}

Problem-Solving Strategies

Matrix Problems

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

Calculus Problems

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

Differential Equations

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

Statistics

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

Common Mistakes to Avoid

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

Exam Tips

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