Q.1 [14 marks]
Fill in the blanks using appropriate choice from the given options.
Q1.1 [1 mark]
Order of the matrix [1342] is ________
Answer: b. 2 × 2
Solution:
Matrix has 2 rows and 2 columns, so order is 2 × 2.
Q1.2 [1 mark]
If A=[1−121] then 2A−3I = ______
Answer: a. [−1−24−1]
Solution:
2A=2[1−121]=[2−242]
3I=3[1001]=[3003]
2A−3I=[2−242]−[3003]=[−1−24−1]
Q1.3 [1 mark]
If A2×3 and B3×4 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: A2×3×B3×4=(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]
dxd(x3+3x+33) = ________
Answer: c. 3x2+3xlog3
Solution:
dxd(x3+3x+33)=3x2+3xlog3+0=3x2+3xlog3
Q1.6 [1 mark]
If f(x)=e3x then f′(0) = ________
Answer: b. 3
Solution:
f′(x)=3e3x
f′(0)=3e3(0)=3e0=3(1)=3
Q1.7 [1 mark]
If y=ex+100x then dx2d2y = ________
Answer: a. ex
Solution:
dxdy=ex+100
dx2d2y=ex+0=ex
Q1.8 [1 mark]
∫x21dx = ________ + c
Answer: b. −x1
Solution:
∫x−2dx=−2+1x−2+1=−1x−1=−x1+c
Q1.9 [1 mark]
∫(loga)dx = ________ + c
Answer: a. xloga
Solution:
Since loga is a constant:
∫(loga)dx=(loga)∫dx=xloga+c
Q1.10 [1 mark]
∫01exdx = ________
Answer: a. e−1
Solution:
∫01exdx=[ex]01=e1−e0=e−1
Q1.11 [1 mark]
The Order and degree of the differential equation dx2d2y−5dxdy+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 dxdy+y=3x is ________
Answer: c. ex
Solution:
For equation dxdy+Py=Q where P=1:
I.F. = e∫Pdx=e∫1dx=ex
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 = 51+2+3+4+5=515=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 = 611+x+19+21+y+29=20
680+x+y=20
80+x+y=120
x+y=40
Q.2 (A) [6 marks]
Attempt any two
Q2.1 [3 marks]
If A=[123021] and B=2−1111−1 then find (AB)T
Answer:
Solution:
First find AB:
AB=[123021]2−1111−1
AB=[1(2)+3(−1)+2(1)2(2)+0(−1)+1(1)1(1)+3(1)+2(−1)2(1)+0(1)+1(−1)]
AB=[2−3+24+0+11+3−22+0−1]=[1521]
(AB)T=[1251]
Q2.2 [3 marks]
If 1+x+x2=0 and x3=1 then prove that [1xx2x]⋅[x1x2x]=[−1−1−12]
Solution:
Given: 1+x+x2=0 and x3=1
From 1+x+x2=0, we get x2=−1−x
Let's compute the matrix product:
[1xx2x]⋅[x1x2x]
=[1(x)+x2(1)x(x)+x(1)1(x2)+x2(x)x(x2)+x(x)]
=[x+x2x2+xx2+x3x3+x2]
Since x3=1 and x+x2=−1:
=[−1−1x2+11+x2]
Since x2=−1−x, we have x2+1=−x and 1+x2=−x
From 1+x+x2=0, if x is a cube root of unity, then x2+1=−x=−1
=[−1−1−12] (verified)
Q2.3 [3 marks]
Solve dxdy+x2e−y=0
Solution:
dxdy=−x2e−y
Separating variables:
eydy=−x2dx
Integrating both sides:
∫eydy=∫−x2dx
ey=−3x3+C
y=ln(−3x3+C)
Q.2 (B) [8 marks]
Attempt any two
Q2.4 [4 marks]
If A=122212221 then prove that A2−4A−5I3=O
Solution:
First calculate A2:
A2=122212221122212221
A2=1+4+42+2+42+4+22+2+44+1+44+2+22+4+24+2+24+4+1=988898889
Now calculate A2−4A−5I3:
4A=488848884
5I3=500050005
A2−4A−5I3=988898889−488848884−500050005
=000000000=O
Q2.5 [4 marks]
For which values of x, the matrix 3−x1−224−x−421−1−x is singular matrix?
Solution:
A matrix is singular when its determinant equals zero.
det(A)=(3−x)4−x−41−1−x−21−21−1−x+21−24−x−4
=(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+x2+4]−2[1−x]+2[−4+8−2x]
=(3−x)[x2−3x]−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:
[5723][xy]=[45]
Find A−1:
det(A)=5(3)−2(7)=15−14=1
A−1=11[3−7−25]=[3−7−25]
X=A−1B=[3−7−25][45]=[12−10−28+25]=[2−3]
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)=x
Solution:
Using definition: f′(x)=limh→0hf(x+h)−f(x)
f′(x)=limh→0hx+h−x
Rationalize the numerator:
=limh→0h(x+h+x)(x+h−x)(x+h+x)
=limh→0h(x+h+x)(x+h)−x
=limh→0h(x+h+x)h
=limh→0x+h+x1
=x+x1=2x1
Q3.2 [3 marks]
Find dxdy if x+y=sin(xy)
Solution:
Differentiating both sides with respect to x:
dxd(x+y)=dxd[sin(xy)]
1+dxdy=cos(xy)⋅dxd(xy)
1+dxdy=cos(xy)⋅(xdxdy+y)
1+dxdy=cos(xy)⋅xdxdy+ycos(xy)
1+dxdy−xcos(xy)dxdy=ycos(xy)
dxdy(1−xcos(xy))=ycos(xy)−1
dxdy=1−xcos(xy)ycos(xy)−1
Q3.3 [3 marks]
Evaluate: ∫sin2xcos2xsin3x+cos3xdx
Solution:
∫sin2xcos2xsin3x+cos3xdx=∫sin2xcos2xsin3xdx+∫sin2xcos2xcos3xdx
=∫cos2xsinxdx+∫sin2xcosxdx
=∫sinxsec2xdx+∫cosxcsc2xdx
For the first integral, let u=cosx, then du=−sinxdx:
∫sinxsec2xdx=−∫u21du=u1=secx
For the second integral, let v=sinx, then dv=cosxdx:
∫cosxcsc2xdx=∫v21dv=−v1=−cscx
Therefore: ∫sin2xcos2xsin3x+cos3xdx=secx−cscx+C
Q.3 (B) [8 marks]
Attempt any two
Q3.4 [4 marks]
If y=ex⋅sinx then prove that dx2d2y−2dxdy+2y=0
Solution:
Given: y=exsinx
Find first derivative:
dxdy=dxd(exsinx)=exsinx+excosx=ex(sinx+cosx)
Find second derivative:
dx2d2y=dxd[ex(sinx+cosx)]
=ex(sinx+cosx)+ex(cosx−sinx)
=ex[sinx+cosx+cosx−sinx]
=2excosx
Now verify:
dx2d2y−2dxdy+2y
=2excosx−2ex(sinx+cosx)+2exsinx
=2excosx−2exsinx−2excosx+2exsinx
=0
Hence proved.
Q3.5 [4 marks]
Find maximum and minimum value of function f(x)=x3−4x2+5x+7
Solution:
Find critical points by setting f′(x)=0:
f′(x)=3x2−8x+5=0
Using quadratic formula:
x=68±64−60=68±2
So x=35 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=35: f′′(35)=6(35)−8=10−8=2>0 → Local minimum
Calculate function values:
- f(1)=1−4+5+7=9 (local maximum)
- f(35)=(35)3−4(35)2+5(35)+7=27125−9100+325+7=27158 (local minimum)
Q3.6 [4 marks]
The equation of motion of particle is s=t3−6t2+9t then
(i) Find Velocity and acceleration at t=3 second.
(ii) Find "t" when acceleration is zero.
Solution:
Given: s=t3−6t2+9t
Velocity: v=dtds=3t2−12t+9
Acceleration: a=dtdv=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: ∫(x+1)(x+2)xdx
Solution:
Using partial fractions:
(x+1)(x+2)x=x+1A+x+2B
x=A(x+2)+B(x+1)
Setting x=−1: −1=A(1)⇒A=−1
Setting x=−2: −2=B(−1)⇒B=2
∫(x+1)(x+2)xdx=∫(x+1−1+x+22)dx
=−ln∣x+1∣+2ln∣x+2∣+C
=lnx+1(x+2)2+C
Q4.2 [3 marks]
Evaluate: ∫0π/2sinx+cosxsinxdx
Solution:
Let I=∫0π/2sinx+cosxsinxdx ... (1)
Using property ∫0af(x)dx=∫0af(a−x)dx:
I=∫0π/2sin(π/2−x)+cos(π/2−x)sin(π/2−x)dx
=∫0π/2cosx+sinxcosxdx ... (2)
Adding equations (1) and (2):
2I=∫0π/2sinx+cosxsinx+cosxdx=∫0π/21dx
2I=[x]0π/2=2π
Therefore: I=4π
Q4.3 [3 marks]
If mean of 15, 7, 6, a, 3 is 7 then find the value of "a".
Solution:
Mean = Number of observationsSum of observations
7=515+7+6+a+3
7=531+a
35=31+a
a=4
Q.4 (B) [8 marks]
Attempt any two
Q4.4 [4 marks]
Evaluate: ∫x2exdx
Solution:
Using integration by parts twice:
Let u=x2, dv=exdx
Then du=2xdx, v=ex
∫x2exdx=x2ex−∫2xexdx
For ∫2xexdx, use integration by parts again:
Let u=2x, dv=exdx
Then du=2dx, v=ex
∫2xexdx=2xex−∫2exdx=2xex−2ex
Therefore:
∫x2exdx=x2ex−(2xex−2ex)+C
=x2ex−2xex+2ex+C
=ex(x2−2x+2)+C
Q4.5 [4 marks]
Find the area of the region bounded by curve y=2x2, lines x=1, x=3 and X-axis.
Solution:
Area = ∫132x2dx
=2∫13x2dx
=2[3x3]13
=32[x3]13
=32(27−1)
=32×26
=352 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 | xi | fi | di=hxi−A | fidi |
|---|
| 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+∑fi∑fidi×h
Mean = 38+100−24×5=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:
| xi | 92 | 93 | 97 | 98 | 102 | 104 |
|---|
| fi | 3 | 2 | 3 | 2 | 6 | 4 |
Solution:
Mean = ∑fi∑fixi
| xi | fi | fixi |
|---|
| 92 | 3 | 276 |
| 93 | 2 | 186 |
| 97 | 3 | 291 |
| 98 | 2 | 196 |
| 102 | 6 | 612 |
| 104 | 4 | 416 |
| Total | 20 | 1977 |
Mean = 201977=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 = 104+6+2+4+5+4+4+5+3+4=1041=4.1
Calculate deviations from mean:
| xi | ∣xi−xˉ∣ |
|-------|------------------|
| 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 = n∑∣xi−xˉ∣=107.4=0.74
Q5.3 [3 marks]
Find the standard deviation for the following discrete grouped data:
| xi | 4 | 8 | 11 | 17 | 20 | 24 | 32 |
|---|
| fi | 3 | 5 | 9 | 5 | 4 | 3 | 1 |
Solution:
First find the mean:
| xi | fi | fixi |
|---|
| 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 = 30420=14
Now calculate standard deviation:
| xi | fi | xi−xˉ | (xi−xˉ)2 | fi(xi−xˉ)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 = n∑fi(xi−xˉ)2=301374=45.8=6.77
Q.5 (B) [8 marks]
Attempt any two
Q5.4 [4 marks]
Solve: dxdy+1+x24xy=(1+x2)21
Solution:
This is a linear differential equation of the form dxdy+Py=Q
Where P=1+x24x and Q=(1+x2)21
Find integrating factor:
I.F.=e∫Pdx=e∫1+x24xdx
Let u=1+x2, then du=2xdx
∫1+x24xdx=2∫udu=2ln∣u∣=2ln(1+x2)
I.F.=e2ln(1+x2)=(1+x2)2
The solution is:
y⋅(1+x2)2=∫(1+x2)21⋅(1+x2)2dx
y(1+x2)2=∫1dx=x+C
y=(1+x2)2x+C
Q5.5 [4 marks]
Solve: (x+y+1)2dxdy=1
Solution:
(x+y+1)2dxdy=1
dxdy=(x+y+1)21
Let v=x+y+1, then dxdv=1+dxdy
So dxdy=dxdv−1
Substituting:
dxdv−1=v21
dxdv=1+v21=v2v2+1
Separating variables:
v2+1v2dv=dx
(1−v2+11)dv=dx
Integrating both sides:
∫(1−v2+11)dv=∫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: dxdy+y=ex, y(0)=1
Solution:
This is a linear differential equation with P=1 and Q=ex
Integrating factor: I.F.=e∫1dx=ex
The solution is:
y⋅ex=∫ex⋅exdx=∫e2xdx
yex=2e2x+C
y=2ex+Ce−x
Using initial condition y(0)=1:
1=2e0+Ce0=21+C
C=1−21=21
Therefore: y=2ex+21e−x=21(ex+e−x)
Formula Cheat Sheet
Matrix Operations
- Matrix Multiplication: (AB)ij=∑kAikBkj
- Transpose: (AT)ij=Aji
- Inverse: A−1=∣A∣1adj(A)
- Determinant 2×2: acbd=ad−bc
Differentiation
- Basic Rules: dxd(xn)=nxn−1, dxd(ex)=ex, dxd(lnx)=x1
- Chain Rule: dxd[f(g(x))]=f′(g(x))⋅g′(x)
- Product Rule: dxd[uv]=u′v+uv′
- Implicit Differentiation: Differentiate both sides, treat y as function of x
Integration
- Basic Integrals: ∫xndx=n+1xn+1+C (n ≠ -1)
- Integration by Parts: ∫udv=uv−∫vdu
- Definite Integral: ∫abf(x)dx=F(b)−F(a)
Differential Equations
- Linear DE: dxdy+Py=Q, Solution: y⋅I.F.=∫Q⋅I.F.dx
- Integrating Factor: I.F.=e∫Pdx
- Variable Separable: dxdy=f(x)g(y) → g(y)dy=f(x)dx
Statistics
- Mean: xˉ=∑fi∑fixi
- Mean Deviation: M.D.=n∑∣xi−xˉ∣
- Standard Deviation: σ=n∑(xi−xˉ)2
Problem-Solving Strategies
Matrix Problems
- Check dimensions for multiplication compatibility
- Use properties like (AB)T=BTAT
- 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