csc212

Numerical Method

Hard Exam Preparation: 3 - 4 days
Question Papers (8)
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Numerical Method

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Section A

Answer any two questions.

1

How secant method can approximate the root of a non-linear equation? Explain with necessary derivation. Estimate a real root of following equation using secant method. Assume error precisionn of 0.01.
x3 + 2x – cos(x) = 4

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2

How spline interpolation differs with the Langrage’s interpolation? Estimate the value of f(0) and f(4) using cubic spline interpolation from the following data.

x f(x)
-1 -10
1 -2
2 14
3 86

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3

What is pivoting? Why is it necessary? Write an algorithm and program to solve the set of n linear equations using Gaussian elimination method.

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Section B

Answer any eight questions.

4

Calculate a real root of the following function using bisection method correct upto 3 significant figures.
x2 – e-x = 3

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5

What is fixed point iteration method? How can it converge to the root of a non-linear equation? Also explain the diverging cases with suitable examples.

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6

Write down the program for solving ordinary differential equation using Heun’s method.

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7

Fit the quadratic function for the data given below using least square method.

x f(x)
1.0 2.7
1.5 4
2.0 5.8
2.5 8.3
3.0 11.2
3.5 15
4.0 19

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8

Estimate the integral value of following function from x =1.2 to 2.4 using Simpson’s 1/3 rule.

x f(x)
1.0 1.53
1.2 2.25
1.4 3.18
1.6 4.32
1.8 5.67
2.0 7.23
2.2 8.98
2.4 10.94
2.6 13.08

 

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9

What is Gaussian integration formula? Evaluate the following integration using Gaussian integration three ordinate formula

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10

Solve the following set of equations using Gauss Siedal method.
x + 2y + 3z = 4
6x + 4y + 5z = 16
5x + 2y + 3z = 12

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11

Solve the following differential equation for 0 ≤ x ≤ 1 taking h=0.5 using Runge Kutta 4th order method.
y'(x) + y = 3x with y(0)=2

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12

Solve the Poisson’s equation ∇2 f=3x2y over the square domain 0 ≤ x ≤ 3, 0 ≤ y ≤ 3 with f=0 on the boundary and h=1.

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