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ENG1014 Engineering Numerical Analysis - MUM S2 2025

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What is the time complexity of the following Python code?

A = np.zeros(5)

n = np.size(A)

for i in range(n):

    A[i] = A[i]**2

    for j in range(i, n):

        A[j] = A[i]/5

print(A)

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What is the time complexity of the following Python code?

A = np.zeros(5)

n = np.size(A)

for i in range(n):

    A[i] = A[i]**2

    for j in range(n):

        A[j] = A[i]/5

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What is the value of q after the final iteration of the inner most loop when i=30 and k=-3?

for i in range(40):

    j = 4

    for k in range(5,-5,-1):

        s = 5 + j + k

        for x in range(5,-9,-3):

            q = -x*s

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How many times is q calculated in the inner most loop when i=30 and k=-3?

for i in range(40):

    j = 4

    for k in range(5,-5,-1):

        s = 5 + j + k

        for x in range(5,-9,-3):

            q = -x*s

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What is the value of k after the following Python code?

k=0

j=1

for i in range(5):

    while j < i:

        k += 1

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How many times are the while and for loops run in the following code? Count the total number of iterations from both the while loop and for loop.

p = 32

t = 8

while t < p:

    t = t + np.floor(p/np.pi)

    for k in range(0,10,2):

        p = p+2

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How many times in total will q be computed in the two for loops?

import numpy as np

q = 1

for i in np.arange(0, 100, np.pi):

    q = i*q

    for j in np.arange(100,-1,-1):

        q = j/np.pi + q

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How many times is the while loop run during the final iteration of the for loop?

for i in range(5,1,-1):

    k = -5

    while k < i:

        k = k + 1

        i = i - 1

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What is the value of count after the following commands?

c = np.array([[6, 1, 4], [2, 1, 5], [3, 7, 1]])

n = len(c)

count = 0

for i in range(n):

    for j in range(n):

        if i==j and c[i,j]==1:

            count += 1

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