Gujarat Technological UniversitySummer 2024 Examination

GTU 2140706 Numerical and Statistical Methods for Computer Engineering Summer 2024 Paper Solution & PDF

B.E. · Computer Engineering · Semester 4 · Subject Code: 2140706
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Total Marks70 MarksExternal theory exam
Passing Marks23 Marks33% minimum cutoff
Exam Duration2.5 Hours10:30 AM – 1:00 PM
Paper Structure5 QuestionsWith internal OR choices
Jump toQ1Q2Q3Q4Q5

Question 1

14 MarksMedium
(a)

Round off the number 865250 to four significant figures and compute absolute error, relative error.

3 Marks
(b)

Find a root of the equation 𝑥3 − 4𝑥 − 9 = 0, using the bisection method. Carry out computations upto the 6th iteration.

4 Marks
(c)

Define ill-conditioned system. Solve the following system by Gauss sediel method: 27𝑥 + 6𝑦 − 𝑧 = 85, 6𝑥 + 15𝑦 + 2𝑧 = 72 , 𝑥 + 𝑦 + 54𝑧 = 110

7 Marks

Question 2

14 MarksMedium
(a)

Evaluate ∫ 𝑑𝑥 1+𝑥2 6 0 by trapezoidal rule taking h = 1.

3 Marks
(b)
Prove that
1)𝐸 = 𝑒ℎ𝐷
2)ℎ𝐷 = log (1 + ∆)
4 Marks
(c)

Using Runge-Kutta method of fourth order, Solve for y at x = 1.2, 1.4 . Given that dy dx = 2xy+ex x2+xex and y(1) = 0.

7 Marks
OR OPTION
(c)

Using Euler’s method, find an approximate value of y at 𝑥 = 1 taking h = 0.1. Given that 𝑑𝑦 𝑑𝑥 = 𝑥 + 𝑦 and 𝑦(0) = 1.

7 Marks

Question 3

14 MarksMedium
(a)

Find the number of roots of the equation 𝑥3 − 3𝑥2 − 4𝑥 + 13 = 0 in the interval [-1,0].

3 Marks
(b)

Find a real root of the equation xlog10x = 1.2 by regula falsi method correct to three decimal places.

4 Marks
(c)

Find the polynomial f(x) using Lagrange’s formula and hence find f(3) for following table: x 0 1 2 5 f(x) 2 3 12 147

7 Marks
OR OPTION
(a)
Derive iterative formula for √𝑁.
3 Marks
(b)

Find a root of the equation 𝑥3 − 2𝑥 − 5 = 0 by secant method correct to three decimal places.

4 Marks
(c)

Find the polynomial using interpolation formula for the following values. Hence evaluate f(4). x 0 1 2 3 f(x) 1 2 1

7 Marks

Question 4

14 MarksMedium
(a)

Find a root of the equation 𝑥4 − 𝑥 = 10 by Newton Raphson method correct to two decimal places.

3 Marks
(b)

Evaluate ∫ 𝑥2 1+𝑥3 𝑑𝑥 1 0 by Simpson’s 1/3rd rule taking h = 0.25.

4 Marks
(c)
Fit a straight line to the following data:

x 6 7 7 8 8 8 9 9 10 y 5 5 4 5 4 3 4 3

7 Marks
OR OPTION
(a)

Find a root of the equation 𝑥3 − 2𝑥2 + 𝑥 − 2 = 0 by Bairstow method. Carry first iteration with 𝑝0 = 𝑞0 = 0.

3 Marks
(b)

Evaluate ∫ 1 1+𝑥 𝑑𝑥 3 0 with n=6 by using Simpson’s 3/8th rule.

4 Marks
(c)
Fit a second degree parabola to the following data:

x 0 1 2 3 4 y 1 1.8 1.3 2.5 6.3

7 Marks

Question 5

14 MarksMedium
(a)
Calculate the arithmetic mean for the following data:

Class 0-8 8-16 16-24 24-32 32-40 40-48 Frequency 8 7 16 24 15

3 Marks
(b)
Find the first four moments for the set of numbers 2,4,6,8.
4 Marks
(c)

Calculate the two regression coefficients from the following data and find correlation coefficient. x 7 4 8 6 5 y 6 5 9 8

7 Marks
OR OPTION
(a)

A sample of 3 items is selected at random from a box containing 10 items of which 4 are defective. Find the expected number of defective items.

3 Marks
(b)
Calculate the correlation coefficient between x and y using the following data:

x 2 4 5 6 8 11 y 18 12 10 8 7

4 Marks
(c)
Obtain the two regression lines from the following data:

x 6 2 10 4 8 y 9 11 5 8

7 Marks
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About this Examination Paper & Attribution

Official Gujarat Technological University (GTU) examination paper and step-by-step solutions for Numerical and Statistical Methods for Computer Engineering (Summer 2024, B.E. · Computer Engineering, Sem 4). Features complete 70-mark regular & remedial examination pattern, official marking distribution across all 5 questions, and direct 1-click official PDF download.

Transcribed for student exam preparation from Gujarat Technological University official examination archives. Questions, syllabus guidelines, and curriculum marking schemes remain the intellectual property of Gujarat Technological University.

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