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January 2022 term · Mathematics for Data Science II · BSMA1003

Maths 2 Quiz 1: 30 January 2022, Set QPB1 (January 2022 term)

The IIT Madras BS Mathematics for Data Science II (Maths 2) Quiz 1 paper sat on 30 Jan 2022, in the January 2022 term, set QPB1: 12 questions for 50 marks in 120 minutes. Every question is below with its answer. Take it as a timed mock test to be marked, or read it through first.

Questions
12
Marks
50
Duration
120 min
MCQ
4
MSQ
5
Numerical
3

Updated

Official paper: IIT M FOUNDATION QUIZ EXAM QPB2 30 Jan 2022 · No negative marking.

Question 1

+4 marksOne correct option
  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • D

Question 2

+4 marksOne or more correct options

Select all that apply.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answers

  • A
  • B
  • C
  • D

Question 3

+10 marksOne or more correct options

Consider the set VV together with the operations addition and scalar multiplication defined as follows:

V={(x,y,z)∣x,y,z∈R}V = \{(x,y,z) \mid x,y,z \in \mathbb{R}\}

Addition: (x1,y1,z1)+(x2,y2,z2)=(x1+x2,y1+y2,z1+z2)(x_1, y_1, z_1) + (x_2, y_2, z_2) = (x_1 + x_2, y_1 + y_2, z_1 + z_2); (x1,y1,z1),(x2,y2,z2)∈V(x_1, y_1, z_1), (x_2, y_2, z_2) \in V

Scalar multiplication:

c(x,y,z)={(0,0,0)c=0(cx,cy,zc)c≠0(x,y,z)∈V, c∈Rc(x,y,z) = \begin{cases} (0,0,0) & c = 0 \\ (cx, cy, \frac{z}{c}) & c \neq 0 \end{cases} \quad (x,y,z) \in V, \ c \in \mathbb{R}

Consider the following statements.

  1. There exists an element 00 (called the zero vector of VV) in VV such that 0+v=v0 + v = v, ∀ v∈V\forall\, v \in V.
  2. For each vv in VV, there exists an element v′v', such that v′+v=v+v′=0v' + v = v + v' = 0.
  3. For each v∈Vv \in V, 1v=v1v = v.
  4. For each v∈Vv \in V and for each pair a,b∈Ra, b \in \mathbb{R}, (a+b)v=av+bv(a+b)v = av + bv.
  5. For each a∈Ra \in \mathbb{R} and for each pair v1,v2∈Vv_1, v_2 \in V, a(v1+v2)=av1+av2a(v_1 + v_2) = av_1 + av_2.
  6. For each v∈Vv \in V and for each pair a,b∈Ra, b \in \mathbb{R}, (ab)v=a(bv)(ab)v = a(bv).

Choose the correct statements from the above.

Select all that apply.

  1. A

    1 is correct.

  2. B

    2 is correct.

  3. C

    3 is correct.

  4. D

    4 is correct.

  5. E

    5 is correct.

  6. F

    6 is correct.

Show answer

Correct answers

  • A

    1 is correct.

  • B

    2 is correct.

  • C

    3 is correct.

  • E

    5 is correct.

  • F

    6 is correct.

Question 4

+6 marksOne or more correct options

Consider the following sets with the given operations defined as follows:

  • W1={(x,y,z)∣x,y,z∈R,x+y+z=1}W_1 = \{(x, y, z) \mid x, y, z \in \mathbb{R}, x + y + z = 1\}

    Addition: (x1,y1,z1)+(x2,y2,z2)=(x1+x2,y1+y2,z1+z2); (x1,y1,z1),(x2,y2,z2)∈W1(x_1, y_1, z_1) + (x_2, y_2, z_2) = (x_1 + x_2, y_1 + y_2, z_1 + z_2); \ (x_1, y_1, z_1), (x_2, y_2, z_2) \in W_1

    Scalar multiplication: c(x,y,z)=(cx,cy,cz); (x,y,z)∈W1, c∈Rc(x, y, z) = (cx, cy, cz); \ (x, y, z) \in W_1, \ c \in \mathbb{R}

  • W2={(x,y,z)∣x,y,z∈R,x=y−z}W_2 = \{(x, y, z) \mid x, y, z \in \mathbb{R}, x = y - z\}

    Addition: (x1,y1,z1)+(x2,y2,z2)=(x1+x2,y1+y2,z1+z2); (x1,y1,z1),(x2,y2,z2)∈W2(x_1, y_1, z_1) + (x_2, y_2, z_2) = (x_1 + x_2, y_1 + y_2, z_1 + z_2); \ (x_1, y_1, z_1), (x_2, y_2, z_2) \in W_2

    Scalar multiplication: c(x,y,z)=(cx,cy,cz); (x,y,z)∈W2, c∈Rc(x, y, z) = (cx, cy, cz); \ (x, y, z) \in W_2, \ c \in \mathbb{R}

Based on the above data, answer the given subquestions.

Which of the following options are true for W1?

Select all that apply.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answers

  • A
  • C
  • D

Question 5

+6 marksOne or more correct options

Consider the following sets with the given operations defined as follows:

  • W1={(x,y,z)∣x,y,z∈R,x+y+z=1}W_1 = \{(x, y, z) \mid x, y, z \in \mathbb{R}, x + y + z = 1\}

    Addition: (x1,y1,z1)+(x2,y2,z2)=(x1+x2,y1+y2,z1+z2); (x1,y1,z1),(x2,y2,z2)∈W1(x_1, y_1, z_1) + (x_2, y_2, z_2) = (x_1 + x_2, y_1 + y_2, z_1 + z_2); \ (x_1, y_1, z_1), (x_2, y_2, z_2) \in W_1

    Scalar multiplication: c(x,y,z)=(cx,cy,cz); (x,y,z)∈W1, c∈Rc(x, y, z) = (cx, cy, cz); \ (x, y, z) \in W_1, \ c \in \mathbb{R}

  • W2={(x,y,z)∣x,y,z∈R,x=y−z}W_2 = \{(x, y, z) \mid x, y, z \in \mathbb{R}, x = y - z\}

    Addition: (x1,y1,z1)+(x2,y2,z2)=(x1+x2,y1+y2,z1+z2); (x1,y1,z1),(x2,y2,z2)∈W2(x_1, y_1, z_1) + (x_2, y_2, z_2) = (x_1 + x_2, y_1 + y_2, z_1 + z_2); \ (x_1, y_1, z_1), (x_2, y_2, z_2) \in W_2

    Scalar multiplication: c(x,y,z)=(cx,cy,cz); (x,y,z)∈W2, c∈Rc(x, y, z) = (cx, cy, cz); \ (x, y, z) \in W_2, \ c \in \mathbb{R}

Based on the above data, answer the given subquestions.

Which of the following options are true for W2?

Select all that apply.

  1. A
  2. B
  3. C
  4. D
  5. E
Show answer

Correct answers

  • B
  • C
  • D
  • E

Question 6

+4 marksOne or more correct options

Consider the vector space R3\mathbb{R}^3 with usual addition and scalar multiplication. Let SS be its subset defined as follows:

S={(1,0,1),(0,1,1)}S = \{(1, 0, 1), (0, 1, 1)\}

and W1W_1 and W2W_2 be its vector subspaces defined as:

W1={(x,y,z)∣x=z, and y=z;x,y,z∈R}W_1 = \{(x, y, z) \mid x = z, \text{ and } y = z; x, y, z \in \mathbb{R}\}

W2={(x,y,z)∣z=x+y;x,y,z∈R}W_2 = \{(x, y, z) \mid z = x + y; x, y, z \in \mathbb{R}\}

Answer the given subquestions.

Which of the following options is (are) true?

Select all that apply.

  1. A
  2. B
  3. C
Show answer

Correct answers

  • A
  • C

Question 7

+2 marksOne correct option

Consider the vector space R3\mathbb{R}^3 with usual addition and scalar multiplication. Let SS be its subset defined as follows:

S={(1,0,1),(0,1,1)}S = \{(1, 0, 1), (0, 1, 1)\}

and W1W_1 and W2W_2 be its vector subspaces defined as:

W1={(x,y,z)∣x=z, and y=z;x,y,z∈R}W_1 = \{(x, y, z) \mid x = z, \text{ and } y = z; x, y, z \in \mathbb{R}\}

W2={(x,y,z)∣z=x+y;x,y,z∈R}W_2 = \{(x, y, z) \mid z = x + y; x, y, z \in \mathbb{R}\}

Answer the given subquestions.

Which of the following options is (are) correct?

  1. A

    S is a basis of W1.

  2. B

    S is a basis of W2.

Show answer

Correct answer

  • B

    S is a basis of W2.

Question 8

+2 marksNumerical answer

Consider the vector space R3\mathbb{R}^3 with usual addition and scalar multiplication. Let SS be its subset defined as follows:

S={(1,0,1),(0,1,1)}S = \{(1, 0, 1), (0, 1, 1)\}

and W1W_1 and W2W_2 be its vector subspaces defined as:

W1={(x,y,z)∣x=z, and y=z;x,y,z∈R}W_1 = \{(x, y, z) \mid x = z, \text{ and } y = z; x, y, z \in \mathbb{R}\}

W2={(x,y,z)∣z=x+y;x,y,z∈R}W_2 = \{(x, y, z) \mid z = x + y; x, y, z \in \mathbb{R}\}

Answer the given subquestions.

What is the dimension of W1?
Note: Enter your answer to the nearest integer.

Show answer

Correct answer: 1

Question 9

+2 marksNumerical answer

Consider the vector space R3\mathbb{R}^3 with usual addition and scalar multiplication. Let SS be its subset defined as follows:

S={(1,0,1),(0,1,1)}S = \{(1, 0, 1), (0, 1, 1)\}

and W1W_1 and W2W_2 be its vector subspaces defined as:

W1={(x,y,z)∣x=z, and y=z;x,y,z∈R}W_1 = \{(x, y, z) \mid x = z, \text{ and } y = z; x, y, z \in \mathbb{R}\}

W2={(x,y,z)∣z=x+y;x,y,z∈R}W_2 = \{(x, y, z) \mid z = x + y; x, y, z \in \mathbb{R}\}

Answer the given subquestions.

What is the dimension of W2?
Note: Enter your answer to the nearest integer.

Show answer

Correct answer: 2

Question 10

+4 marksOne correct option

Suppose the following table represents the number of people (in thousands) travelling to the tourist spots from the metro cities in December 2019.

ToManaliSikkimMeghalaya
From Chennai211
From Kolkata321
From Mumbai112

Due to covid these numbers got reduced in December 2020 which (in percentage of reduction with respect to December 2019) is given by:

ToManaliSikkimMeghalaya
From Chennai50%50%25%
From Kolkata25%25%25%
From Mumbai50%25%25%

i.e., the number of tourists from Chennai to Meghalaya in December 2020 is reduced to 25% of December 2019 (if 1000 were visiting in December 2019, only 250 are visiting in December 2020) and so on according to the table.

Using the given data answer the given subquestions.

If A=[231]A = \begin{bmatrix} 2 \\ 3 \\ 1 \end{bmatrix} denotes the column vector representing the number of tourists to Manali (each element represent the number of tourists from different metro cities Chennai, Kolkata and Mumbai, respectively) in December 2019, and C=[x1x2x3]C = \begin{bmatrix} x_1 \\ x_2 \\ x_3 \end{bmatrix} be the column vector representing the number of tourists to Manali in December 2020 (where x1x_1, x2x_2 and x3x_3 denote the number of tourists from different metro cities Chennai, Kolkata and Mumbai, respectively) and we have the following equation BA=CBA = C, then which of the following matrices can represent BB?

  1. A
  2. B
  3. C
  4. D
  5. E
  6. F
Show answer

Correct answer

  • C

Question 11

+4 marksOne correct option

Suppose the following table represents the number of people (in thousands) travelling to the tourist spots from the metro cities in December 2019.

ToManaliSikkimMeghalaya
From Chennai211
From Kolkata321
From Mumbai112

Due to covid these numbers got reduced in December 2020 which (in percentage of reduction with respect to December 2019) is given by:

ToManaliSikkimMeghalaya
From Chennai50%50%25%
From Kolkata25%25%25%
From Mumbai50%25%25%

i.e., the number of tourists from Chennai to Meghalaya in December 2020 is reduced to 25% of December 2019 (if 1000 were visiting in December 2019, only 250 are visiting in December 2020) and so on according to the table.

Using the given data answer the given subquestions.

If A=[321]A = \begin{bmatrix} 3 & 2 & 1 \end{bmatrix} denotes the row vector representing the number of tourists from Kolkata (each element represent the number of tourists from Kolkata to Manali, Sikkim and Meghalaya, respectively) in December 2019, and C=[x1x2x3]C = \begin{bmatrix} x_1 & x_2 & x_3 \end{bmatrix} be the row vector representing the number of tourists from Kolkata in December 2020 (where x1x_1, x2x_2 and x3x_3 denote the number of tourists from Kolkata to Manali, Sikkim and Meghalaya, respectively) and we have the following equation AB=CAB = C, then which of the following matrices can represent BB?

  1. A
  2. B
  3. C
  4. D
  5. E
  6. F
Show answer

Correct answer

  • D

Question 12

+2 marksNumerical answer

Suppose the following table represents the number of people (in thousands) travelling to the tourist spots from the metro cities in December 2019.

ToManaliSikkimMeghalaya
From Chennai211
From Kolkata321
From Mumbai112

Due to covid these numbers got reduced in December 2020 which (in percentage of reduction with respect to December 2019) is given by:

ToManaliSikkimMeghalaya
From Chennai50%50%25%
From Kolkata25%25%25%
From Mumbai50%25%25%

i.e., the number of tourists from Chennai to Meghalaya in December 2020 is reduced to 25% of December 2019 (if 1000 were visiting in December 2019, only 250 are visiting in December 2020) and so on according to the table.

Using the given data answer the given subquestions.

Find the total number of tourists (in thousands) to Meghalaya in December 2020 from Chennai, Kolkata and Mumbai?
(Suppose your answer is 3000, then enter 3 as your answer)

Show answer

Correct answer: 1