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January 2023 term · Mathematics for Data Science II · BSMA1003

Maths 2 Quiz 2: 2 April 2023 (January 2023 term)

The IIT Madras BS Mathematics for Data Science II (Maths 2) Quiz 2 paper sat on 2 Apr 2023, in the January 2023 term: 13 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
13
Marks
25
Duration
120 min
MCQ
1
MSQ
4
Numerical
8

Updated

Official paper: IIT M FOUNDATION AN2 EXAM QPF2 02 Apr 2023 · No negative marking.

Question 1

+2 marksOne correct option
  1. A

    T is onto but not one-one

  2. B

    T is one-one but not onto.

  3. C

    T is both one-one and onto

  4. D

    T is neither one-one nor onto.

Show answer

Correct answer

  • A

    T is onto but not one-one

Question 2

+2 marksOne or more correct options

Let A be an n × n orthogonal matrix. Choose the correct option(s).

Select all that apply.

  1. A

    A is invertible.

  2. B

    det(A) = ± 1.

  3. C

    det(A) may be zero.

  4. D

    Nullity of A may be 1.

Show answer

Correct answers

  • A

    A is invertible.

  • B

    det(A) = ± 1.

Question 3

+3 marksOne or more correct options

Which of the following options is/are true?

Select all that apply.

  1. A

    If the rows of a 3×4 matrix A are linearly independent, then AA^(T) is an invertible matrix.

  2. B

    If the columns of a 4 × 3 matrix A are linearly independent, then A^(T)A is an invertible matrix.

  3. C

    If the rows of a 3 × 4 matrix A are linearly independent, then A^(T)A is an invertible matrix.

  4. D

    If the columns of a 4 × 3 matrix A are linearly independent, then AA^(T) is an invertible matrix.

Show answer

Correct answers

  • A

    If the rows of a 3×4 matrix A are linearly independent, then AA^(T) is an invertible matrix.

  • B

    If the columns of a 4 × 3 matrix A are linearly independent, then A^(T)A is an invertible matrix.

Question 4

+3 marksOne or more correct options

An inner product on a vector space VV is a function ⟨⋅,⋅⟩:V×V→R\langle \cdot, \cdot \rangle : V \times V \to \mathbb{R} satisfying the following conditions:

Condition 1: ⟨v,v⟩>0\langle v, v \rangle > 0 for all v∈V∖{0}v \in V \setminus \{0\}; ⟨v,v⟩=0\langle v, v \rangle = 0 if and only if v=0v = 0.

Condition 2: ⟨v1+v2,v3⟩=⟨v1,v3⟩+⟨v2,v3⟩,∀v1,v2,v3∈V\langle v_1 + v_2, v_3 \rangle = \langle v_1, v_3 \rangle + \langle v_2, v_3 \rangle, \forall v_1, v_2, v_3 \in V.

Condition 3: ⟨v1,v2⟩=⟨v2,v1⟩,∀v1,v2∈V\langle v_1, v_2 \rangle = \langle v_2, v_1 \rangle, \forall v_1, v_2 \in V.

Condition 4: ⟨cv1,v2⟩=c⟨v1,v2⟩,∀v1,v2∈V\langle cv_1, v_2 \rangle = c\langle v_1, v_2 \rangle, \forall v_1, v_2 \in V.

Let V=R2V = \mathbb{R}^2 and consider the function defined as:

⟨⋅,⋅⟩:V×V→R\langle \cdot, \cdot \rangle : V \times V \to \mathbb{R}

⟨(x1,x2),(y1,y2)⟩=x1y1−x2y1+x2y2.\langle (x_1, x_2), (y_1, y_2) \rangle = x_1y_1 - x_2y_1 + x_2y_2.

Which of the following is/are satisfied by the above function?

Select all that apply.

  1. A

    Condition 1 is satisfied.

  2. B

    Condition 2 is satisfied.

  3. C

    Condition 3 is satisfied.

  4. D

    Condition 4 is satisfied.

Show answer

Correct answers

  • A

    Condition 1 is satisfied.

  • B

    Condition 2 is satisfied.

  • D

    Condition 4 is satisfied.

Question 5

+2 marksNumerical answer
Show answer

Correct answer: 1

Question 6

+2 marksNumerical answer

Based on the above data, answer the given subquestions.

Show answer

Correct answer: 3

Question 7

+1 markNumerical answer

Based on the above data, answer the given subquestions.

Show answer

Correct answer: 2

Question 8

+2 marksNumerical answer

Based on the above data, answer the given subquestions.

Show answer

Correct answer: 2

Question 9

+2 marksOne or more correct options

Based on the above data, answer the given subquestions.

Select all that apply.

  1. A

    A is equivalent to B.

  2. B

    A is not equivalent to B.

  3. C

    There exist two invertible matrices C and D such that BD = CA.

  4. D

    There are no matrices C and D such that BD = CA.

Show answer

Correct answers

  • A

    A is equivalent to B.

  • C

    There exist two invertible matrices C and D such that BD = CA.

Question 10

+1 markNumerical answer

Consider the system of linear equations AX=bAX = b, where A=(1111011−11)A = \begin{pmatrix} 1 & 1 & 1 \\ 1 & 0 & 1 \\ 1 & -1 & 1 \end{pmatrix}, X=(xyz)X = \begin{pmatrix} x \\ y \\ z \end{pmatrix} and b=(111)b = \begin{pmatrix} 1 \\ 1 \\ 1 \end{pmatrix}.

Let LL denote the set of all solutions of the above system. Clearly, LL forms an affine space. Let WW denote the subspace corresponding to LL. Answer the given sub questions.

Show answer

Correct answer: 1

Question 11

+2 marksNumerical answer

Consider the system of linear equations AX=bAX = b, where A=(1111011−11)A = \begin{pmatrix} 1 & 1 & 1 \\ 1 & 0 & 1 \\ 1 & -1 & 1 \end{pmatrix}, X=(xyz)X = \begin{pmatrix} x \\ y \\ z \end{pmatrix} and b=(111)b = \begin{pmatrix} 1 \\ 1 \\ 1 \end{pmatrix}.

Let LL denote the set of all solutions of the above system. Clearly, LL forms an affine space. Let WW denote the subspace corresponding to LL. Answer the given sub questions.

Show answer

Correct answer: 1

Question 12

+2 marksNumerical answer

Consider the system of linear equations AX=bAX = b, where A=(1111011−11)A = \begin{pmatrix} 1 & 1 & 1 \\ 1 & 0 & 1 \\ 1 & -1 & 1 \end{pmatrix}, X=(xyz)X = \begin{pmatrix} x \\ y \\ z \end{pmatrix} and b=(111)b = \begin{pmatrix} 1 \\ 1 \\ 1 \end{pmatrix}.

Let LL denote the set of all solutions of the above system. Clearly, LL forms an affine space. Let WW denote the subspace corresponding to LL. Answer the given sub questions.

Show answer

Correct answer: 1

Question 13

+1 markNumerical answer

Consider the system of linear equations AX=bAX = b, where A=(1111011−11)A = \begin{pmatrix} 1 & 1 & 1 \\ 1 & 0 & 1 \\ 1 & -1 & 1 \end{pmatrix}, X=(xyz)X = \begin{pmatrix} x \\ y \\ z \end{pmatrix} and b=(111)b = \begin{pmatrix} 1 \\ 1 \\ 1 \end{pmatrix}.

Let LL denote the set of all solutions of the above system. Clearly, LL forms an affine space. Let WW denote the subspace corresponding to LL. Answer the given sub questions.

Show answer

Correct answer: 3