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Algorithms-Lecture,Section-2-Spring 2025

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Which of the following is NOT a characteristic of an algorithm?

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Find the asymptotic running time for the recurrence relation T[n]=8T[n/4]+n1.51 and then select every correct answer below (more than one choice could be selected).

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What does asymptotic analysis focus on?

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Consider a double hashing scheme in which the primary hash function is

h1(k) = (2k+3)mod  29

and the secondary hash function is

h2(k) = 1+(3k mod  23).

Assume that the table size is 29.

Find the address returned by probe 1 in the probe sequence for the key value k = 75. Assume that the probe sequence begins at probe 0.

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Consider the following array: [3, 6, 8, 10, 1, 2, 4].

Suppose we perform quicksort on this array using the first element as the pivot. What is the state of the array after the first partitioning step based on our discussion in lectures?

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  • f ( n ) = O (g ( n )) implies  f ( n ) = Ω (g ( n )) 

  • f ( n ) = Θ (g ( n )) implies f ( n ) = O (g ( n )) and  f( n ) = Ω (g ( n ))

  • f ( n ) = Ω (g ( n )) implies f ( n ) = O (g ( n ))

  • f ( n ) = O (g ( n )) implies f ( n ) = Θ (g ( n ))

  • f ( n ) = Θ (g ( n )) implies f ( n ) = O (g ( n )) but not f( n ) = Ω (g ( n ))

How many statement(s) shown above is/are correct? 

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Consider the following undirected graph:

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If we perform Breadth-First Search (BFS) traversal starting from node 3, how many of the following traversal(s) is/are possible? 

3 → 2 → 4 → 6 → 7 → 1 → 8 → 5

3 → 4 → 2 → 6 → 7 → 8 → 1 → 5

3 → 7 →  4 → 6 → 2 → 5 → 1 → 8

3 → 2 → 6 → 1 → 4 → 7 → 8 → 5

3 → 2 → 8 → 1 → 6 → 5 → 4 → 7

3 → 4 → 6 → 2 → 8 → 1 → 5 → 7

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Consider the following partially sorted array after a few steps of insertion sort: [2, 5, 9, 4, 15, 3].

How many comparisons will insertion sort perform when inserting the element 4 into its correct position in the array during the next step of the algorithm?

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What is the primary difference between a queue used in BFS and a stack used in DFS?

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What is the running time of the above pseudocode in Θ notation?

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