Question 1
Which of the following options is/are true?
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.
Which of the following options is/are true?
Correct answers
Which of the following options is/are true?
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.
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.
If A is a non-zero matrix of order m × (m + 1), m > 1, then the maximum possible nullity of A is m.
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.
Correct answers
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.
If A is a non-zero matrix of order m × (m + 1), m > 1, then the maximum possible nullity of A is m.
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.
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.
Correct answer: 5
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?
Correct answers
Correct answer: 13
Which of the following is/are unit vectors in V ?
Correct answers
Correct answer: 6
Correct answer: -1
Correct answer: 2
Consider a linear transformation such that the matrix representation of is with respect to the ordered bases and for the domain and codomain, respectively. Answer the subquestions based on the given data.
Nullity of the matrix A is
Correct answer: 1
Consider a linear transformation such that the matrix representation of is with respect to the ordered bases and for the domain and codomain, respectively. Answer the subquestions based on the given data.
Which of the following option is true?
T is one-one.
T is onto.
T is an isomorphism.
T is neither one-one nor onto.
Correct answer
T is onto.
Consider a linear transformation such that the matrix representation of is with respect to the ordered bases and for the domain and codomain, respectively. Answer the subquestions based on the given data.
Correct answer: -6
The teacher asked Soumya and Sohini to consider an affine space each. Soumya considered the affine subspace and Sohini considered the affine subspace of , where and , for some vector subspaces and of . Suppose there is a linear transformation such that , and . An affine mapping is obtained by defining , for all . By using the above information answer the given subquestions:
Which of the following affine subspaces was considered by Soumya?
Correct answer
The teacher asked Soumya and Sohini to consider an affine space each. Soumya considered the affine subspace and Sohini considered the affine subspace of , where and , for some vector subspaces and of . Suppose there is a linear transformation such that , and . An affine mapping is obtained by defining , for all . By using the above information answer the given subquestions:
Which of the following affine subspaces was considered by Sohini?
Correct answer
The teacher asked Soumya and Sohini to consider an affine space each. Soumya considered the affine subspace and Sohini considered the affine subspace of , where and , for some vector subspaces and of . Suppose there is a linear transformation such that , and . An affine mapping is obtained by defining , for all . By using the above information answer the given subquestions:
Which of the following functions represents f correctly?
Correct answer