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September 2022 term · Mathematics for Data Science II · BSMA1003

Maths 2 Quiz 2: 20 November 2022 (September 2022 term)

The IIT Madras BS Mathematics for Data Science II (Maths 2) Quiz 2 paper sat on 20 Nov 2022, in the September 2022 term: 15 questions for 25 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
15
Marks
25
Duration
120 min
MSQ
4
Numerical
7
MCQ
4

Updated

Official paper: IIT M FOUNDATION AN2 EXAM QPF1 20 Nov 2022 · No negative marking.

Question 1

+2 marksOne or more correct options

Which of the following options is/are true?

Select all that apply.

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

Correct answers

  • A
  • B

Question 2

+3 marksOne or more correct options

Which of the following options is/are true?

Select all that apply.

  1. A

    If A is a non-zero matrix of order 4×3 and rank of A is 3, then the rows of A are linearly independent.

  2. B

    If A is a non-zero matrix of order 4 × 3 and rank of A is 3, then the columns of A are linearly independent.

  3. C

    If A is a non-zero matrix of order m × (m + 1), m > 1, then the maximum possible nullity of A is m.

  4. D

    If A is a non-zero matrix of order 4 × 5 and rank of A is 3, then the dimension of the solution space of the homogeneous system Ax = 0 is 2.

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Correct answers

  • B

    If A is a non-zero matrix of order 4 × 3 and rank of A is 3, then the columns of A are linearly independent.

  • C

    If A is a non-zero matrix of order m × (m + 1), m > 1, then the maximum possible nullity of A is m.

  • D

    If A is a non-zero matrix of order 4 × 5 and rank of A is 3, then the dimension of the solution space of the homogeneous system Ax = 0 is 2.

Question 3

+1 markNumerical answer

Let W be a proper subspace of an inner product space V , where dim(V) = 3 and PW be the projection of V on W. Answer the subquestion based on the given data.

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Correct answer: 5

Question 4

+1 markOne or more correct options

Let W be a proper subspace of an inner product space V , where dim(V) = 3 and PW be the projection of V on W. Answer the subquestion based on the given data.

Which of the following option is/are true?

Select all that apply.

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

Correct answers

  • A
  • C
  • D

Question 5

+2 marksNumerical answer
Show answer

Correct answer: 13

Question 6

+2 marksOne or more correct options

Which of the following is/are unit vectors in V ?

Select all that apply.

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

Correct answers

  • A
  • B

Question 7

+1 markNumerical answer
Show answer

Correct answer: 6

Question 8

+2 marksNumerical answer
Show answer

Correct answer: -1

Question 9

+1 markNumerical answer
Show answer

Correct answer: 2

Question 10

+2 marksNumerical answer

Consider a linear transformation T:R3→R2T : \mathbb{R}^3 \to \mathbb{R}^2 such that the matrix representation of TT is A=[1−10023]A = \begin{bmatrix} 1 & -1 & 0 \\ 0 & 2 & 3 \end{bmatrix} with respect to the ordered bases β={(1,0,0),(0,1,0),(1,1,1)}\beta = \{(1,0,0), (0,1,0), (1,1,1)\} and γ={(1,0),(1,1)}\gamma = \{(1,0), (1,1)\} for the domain and codomain, respectively. Answer the subquestions based on the given data.

Nullity of the matrix A is

Show answer

Correct answer: 1

Question 11

+1 markOne correct option

Consider a linear transformation T:R3→R2T : \mathbb{R}^3 \to \mathbb{R}^2 such that the matrix representation of TT is A=[1−10023]A = \begin{bmatrix} 1 & -1 & 0 \\ 0 & 2 & 3 \end{bmatrix} with respect to the ordered bases β={(1,0,0),(0,1,0),(1,1,1)}\beta = \{(1,0,0), (0,1,0), (1,1,1)\} and γ={(1,0),(1,1)}\gamma = \{(1,0), (1,1)\} for the domain and codomain, respectively. Answer the subquestions based on the given data.

Which of the following option is true?

  1. A

    T is one-one.

  2. B

    T is onto.

  3. C

    T is an isomorphism.

  4. D

    T is neither one-one nor onto.

Show answer

Correct answer

  • B

    T is onto.

Question 12

+2 marksNumerical answer

Consider a linear transformation T:R3→R2T : \mathbb{R}^3 \to \mathbb{R}^2 such that the matrix representation of TT is A=[1−10023]A = \begin{bmatrix} 1 & -1 & 0 \\ 0 & 2 & 3 \end{bmatrix} with respect to the ordered bases β={(1,0,0),(0,1,0),(1,1,1)}\beta = \{(1,0,0), (0,1,0), (1,1,1)\} and γ={(1,0),(1,1)}\gamma = \{(1,0), (1,1)\} for the domain and codomain, respectively. Answer the subquestions based on the given data.

Show answer

Correct answer: -6

Question 13

+1 markOne correct option

The teacher asked Soumya and Sohini to consider an affine space each. Soumya considered the affine subspace LL and Sohini considered the affine subspace L′L' of R3\mathbb{R}^3, where L=UL = U and L′=(2,0,1)+U′L' = (2,0,1) + U', for some vector subspaces U=Span{(2,0,1),(1,1,0),(0,1,0)}U = Span\{(2,0,1), (1,1,0), (0,1,0)\} and U′=Span{(1,0,1),(0,1,1)}U' = Span\{(1,0,1), (0,1,1)\} of R3\mathbb{R}^3. Suppose there is a linear transformation T:U→U′T : U \to U' such that (0,1,0)∈ker(T)(0,1,0) \in ker(T), T(2,0,1)=(0,1,1)T(2,0,1) = (0,1,1) and T(1,1,0)=(1,0,1)T(1,1,0) = (1,0,1). An affine mapping f:L→L′f : L \to L' is obtained by defining f(u)=(2,0,1)+T(u)f(u) = (2, 0, 1) + T(u), for all u∈Uu \in U. By using the above information answer the given subquestions:

Which of the following affine subspaces was considered by Soumya?

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

Correct answer

  • D

Question 14

+1 markOne correct option

The teacher asked Soumya and Sohini to consider an affine space each. Soumya considered the affine subspace LL and Sohini considered the affine subspace L′L' of R3\mathbb{R}^3, where L=UL = U and L′=(2,0,1)+U′L' = (2,0,1) + U', for some vector subspaces U=Span{(2,0,1),(1,1,0),(0,1,0)}U = Span\{(2,0,1), (1,1,0), (0,1,0)\} and U′=Span{(1,0,1),(0,1,1)}U' = Span\{(1,0,1), (0,1,1)\} of R3\mathbb{R}^3. Suppose there is a linear transformation T:U→U′T : U \to U' such that (0,1,0)∈ker(T)(0,1,0) \in ker(T), T(2,0,1)=(0,1,1)T(2,0,1) = (0,1,1) and T(1,1,0)=(1,0,1)T(1,1,0) = (1,0,1). An affine mapping f:L→L′f : L \to L' is obtained by defining f(u)=(2,0,1)+T(u)f(u) = (2, 0, 1) + T(u), for all u∈Uu \in U. By using the above information answer the given subquestions:

Which of the following affine subspaces was considered by Sohini?

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

Correct answer

  • B

Question 15

+3 marksOne correct option

The teacher asked Soumya and Sohini to consider an affine space each. Soumya considered the affine subspace LL and Sohini considered the affine subspace L′L' of R3\mathbb{R}^3, where L=UL = U and L′=(2,0,1)+U′L' = (2,0,1) + U', for some vector subspaces U=Span{(2,0,1),(1,1,0),(0,1,0)}U = Span\{(2,0,1), (1,1,0), (0,1,0)\} and U′=Span{(1,0,1),(0,1,1)}U' = Span\{(1,0,1), (0,1,1)\} of R3\mathbb{R}^3. Suppose there is a linear transformation T:U→U′T : U \to U' such that (0,1,0)∈ker(T)(0,1,0) \in ker(T), T(2,0,1)=(0,1,1)T(2,0,1) = (0,1,1) and T(1,1,0)=(1,0,1)T(1,1,0) = (1,0,1). An affine mapping f:L→L′f : L \to L' is obtained by defining f(u)=(2,0,1)+T(u)f(u) = (2, 0, 1) + T(u), for all u∈Uu \in U. By using the above information answer the given subquestions:

Which of the following functions represents f correctly?

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

Correct answer

  • A