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MCQ - Complexity Algorithms in Data Structure

11. What is the time complexity of following code:

```int a = 0, i = N;
while (i > 0)
{
a += i;
i /= 2;
}```

A. O(N)
B. O(Sqrt(N))
C. O(N / 2)
D. O(log N)

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12. The complexity of Binary search algorithm is

A. O(n)
B. O(log )
C. O(n2)
D. O(n log n)

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13. The complexity of merge sort algorithm is

A. O(n)
B. O(log n)
C. O(n2)
D. O(n log n)

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14. The complexity of Bubble sort algorithm is

A. O(n)
B. O(log n)
C. O(n2)
D. O(n log n)

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15. The worst case complexity for insertion sort is

A. O(n)
B. O(log n)
C. O(n2)
D. O(n log n)

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16. The worst case complexity of quick sort is

A. O(n)
B. O(log n)
C. O(n2)
D. O(n log n)

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17. To measure Time complexity of an algorithm Big O notation is used which:

A. describes limiting behaviour of the function
B. characterises a function based on growth of function
C. upper bound on growth rate of the function
D. all of the mentioned

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18. If for an algorithm time complexity is given by O(1) then complexityof it is:

A. constant
B. polynomial
C. exponential
D. none of the mentioned

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19.If for an algorithm time complexity is given by O(log2n) then complexity will:

A. constant
B. polynomial
C. exponential
D. none of the mentioned

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20. If for an algorithm time complexity is given by O(n) then complexityof it is:

A. constant
B. linear
C. exponential
D. none of the mentioned

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