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May 2021 term · Mathematics for Data Science II · BSMA1003

Maths 2 End Term: 22 August 2021 (May 2021 term)

The IIT Madras BS Mathematics for Data Science II (Maths 2) End Term paper sat on 22 Aug 2021, in the May 2021 term: 12 questions for 50 marks in 180 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
180 min
MSQ
4
MCQ
7
Numerical
1

Updated

Official paper: IITM TERM FINAL EXAM POD21TEANQPA 22 Aug 2021 · No negative marking.

Question 1

+3 marksOne or more correct options

Select all that apply.

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

Correct answers

  • B
  • D

Question 2

+4 marksOne or more correct options

Choose the set of correct options about estimating the area of the region bounded by the graph of function f, above the interval [0,10] using Riemann sums.

Select all that apply.

  1. A

    Estimated area will be 21 sq unit, by taking 5 subintervals of equal length and the left end points of the subintervals for the height of the rectangles.

  2. B

    Estimated area will be 16 sq unit, by taking 5 subintervals of equal length and the left end points of the subintervals for the height of the rectangles.

  3. C

    Estimated area will be 18 sq unit, by taking 5 subintervals of equal length and the mid points of the subintervals for the height of the rectangles.

  4. D

    Estimated area will be 19 sq unit, by taking 5 subintervals of equal length and the mid points of the subintervals for the height of the rectangles.

Show answer

Correct answers

  • B

    Estimated area will be 16 sq unit, by taking 5 subintervals of equal length and the left end points of the subintervals for the height of the rectangles.

  • C

    Estimated area will be 18 sq unit, by taking 5 subintervals of equal length and the mid points of the subintervals for the height of the rectangles.

Question 3

+3 marksOne correct option

Match the properties of the function mentioned in Column A with the appropriate numerical values given in Column B:

PropertiesNumerical values
a)Number of critical points in (−2,10)(-2, 10)1)3
b)In [−2,10][-2, 10], the global maximum is attained at2)2
c)In [−2,10][-2, 10], the global minimum is attained at3)0
d)Number of points where ff is not differentiable in (−2,10)(-2, 10)4)-2

Table: M2ES1

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

Correct answer

  • C

Question 4

+4 marksOne correct option

Answer the given subquestions using the information given above.

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

Correct answer

  • B

Question 5

+3 marksOne or more correct options

Answer the given subquestions using the information given above.

Choose the set of correct options.

Select all that apply.

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

Correct answers

  • D
  • E

Question 6

+5 marksOne correct option

Match the vector subspaces of R3\mathbb{R}^3 (with the usual scalar multiplication and vector addition) in column A with their bases in column B and the dimensions of the vector spaces in column C in Table : M2ES2.

Vector space (Column A)Bases (Column B)Dimension of the vector space (Column C)
a)W={(x,y,z)∣x+y+z=0,x−z=0,x,y,z∈R}W = \{(x,y,z) \mid x + y + z = 0, x - z = 0, x,y,z \in \mathbb{R}\}1){(1,0,0),(0,0,1)}\{(1,0,0),(0,0,1)\}i)1
b)W={(x,y,z)∣y=0,x,y,z∈R}W = \{(x,y,z) \mid y = 0, x,y,z \in \mathbb{R}\}2){(1,0,0),(1,1,0),(1,1,1)}\{(1,0,0),(1,1,0),(1,1,1)\}ii)3
c)W=Span{(1,2,1),(2,1,3),(0,0,2)}W = Span\{(1,2,1),(2,1,3),(0,0,2)\}3){(1,−2,1)}\{(1,-2,1)\}iii)2
d)W=Span{(1,2,1),(2,1,3),(1,−4,3)}W = Span\{(1,2,1),(2,1,3),(1,-4,3)\}4){(3,0,5),(0,3,−1)}\{(3,0,5),(0,3,-1)\}iv)2

Table : M2ES2

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

Correct answer

  • C

Question 7

+5 marksOne or more correct options

Choose the set of correct options.

Select all that apply.

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

Correct answers

  • A
  • D
  • E

Question 8

+2 marksNumerical answer

Answer the given subquestions using the information given above.

NOTE: Enter your answer to the nearest integer.

Show answer

Correct answer: 36

Question 9

+3 marksOne correct option

Answer the given subquestions using the information given above.

Find out the directional derivative of f at the point (1, 1) in the direction of the vector (1, 1).

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

Correct answer

  • B

Question 10

+6 marksOne correct option

Suppose the temperature (TT) at a point (x,y,z)(x, y, z) in R3\mathbb{R}^3 is given by the function

T(x,y,z)=ex+y+zT(x, y, z) = e^{x+y+z}

Let T1T_1, T2T_2, and T3T_3 be the tangent planes to the function f(x,y)=14−x2−y2f(x, y) = \sqrt{14 - x^2 - y^2} at the points (2,3)(2, 3), (3,2)(3, 2), and (3,1)(3, 1), respectively. The set of points on each plane T1T_1, T2T_2, and T3T_3 form affine subspaces A1A_1, A2A_2, and A3A_3, respectively, of the vector space R3\mathbb{R}^3, with respect to usual addition and scalar multiplication. Let V1V_1, V2V_2, and V3V_3 denote the vector subspaces corresponding to the affine subspaces A1A_1, A2A_2, and A3A_3, respectively.

Answer the subquestions using the given information.

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

Correct answer

  • B

Question 11

+6 marksOne correct option

Suppose the temperature (TT) at a point (x,y,z)(x, y, z) in R3\mathbb{R}^3 is given by the function

T(x,y,z)=ex+y+zT(x, y, z) = e^{x+y+z}

Let T1T_1, T2T_2, and T3T_3 be the tangent planes to the function f(x,y)=14−x2−y2f(x, y) = \sqrt{14 - x^2 - y^2} at the points (2,3)(2, 3), (3,2)(3, 2), and (3,1)(3, 1), respectively. The set of points on each plane T1T_1, T2T_2, and T3T_3 form affine subspaces A1A_1, A2A_2, and A3A_3, respectively, of the vector space R3\mathbb{R}^3, with respect to usual addition and scalar multiplication. Let V1V_1, V2V_2, and V3V_3 denote the vector subspaces corresponding to the affine subspaces A1A_1, A2A_2, and A3A_3, respectively.

Answer the subquestions using the given information.

Which of the following denotes the maximum rate of change of temperature (T) at the point of intersection of the tangent planes T1, T2, and T3?

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

Correct answer

  • C

Question 12

+6 marksOne correct option

Suppose the temperature (TT) at a point (x,y,z)(x, y, z) in R3\mathbb{R}^3 is given by the function

T(x,y,z)=ex+y+zT(x, y, z) = e^{x+y+z}

Let T1T_1, T2T_2, and T3T_3 be the tangent planes to the function f(x,y)=14−x2−y2f(x, y) = \sqrt{14 - x^2 - y^2} at the points (2,3)(2, 3), (3,2)(3, 2), and (3,1)(3, 1), respectively. The set of points on each plane T1T_1, T2T_2, and T3T_3 form affine subspaces A1A_1, A2A_2, and A3A_3, respectively, of the vector space R3\mathbb{R}^3, with respect to usual addition and scalar multiplication. Let V1V_1, V2V_2, and V3V_3 denote the vector subspaces corresponding to the affine subspaces A1A_1, A2A_2, and A3A_3, respectively.

Answer the subquestions using the given information.

Let TT be a linear transformation between the vector subspaces V1V_1 and V2V_2. Suppose the matrix representation of TT with respect to the ordered bases β={(1,0,−2),(0,1,−3)}\beta = \{(1,0,-2),(0,1,-3)\} for V1V_1 and γ={(1,0,−3),(0,1,−2)}\gamma = \{(1,0,-3),(0,1,-2)\} for V2V_2 is given by [0110]\begin{bmatrix} 0 & 1 \\ 1 & 0 \end{bmatrix}. Then which of the following mappings can be an affine mapping ff between the affine subspaces A1A_1 and A2A_2, corresponding to TT ?

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

Correct answer

  • D