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Algorithms-Lecture,Section-2-Spring 2025

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To find the strongly connected components (SCCs) in a directed graph G(V,E) eficiently, where V

represents the nodes and E represents the directed edges, which specific algorithms and/or operations

below are NOT employed?

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Following the discussion from our lectures, for the text of size n and the pattern of size m, if the number of valid occurrences of the pattern in the text is constant and the hash function is good, then the Rabin-Karp algorithm is expected to run in time _____________ (fill in the blank). 

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What is the primary difference between BFS and DFS when traversing a graph?

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Solve the following recurrence and find the correct asymptotic bound in terms of k:

T(5k) = 25⋅T(5k−3)+k3⋅5k

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Which of the following is an example of a function in Ω ( n2 )? 

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Which of the following statements is true about weakly connected graphs?

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Consider the following statement: 

"In order to solve the recurrence T[n]=3T[n/4]+n·log2n by the Master method, you will need to check the regularity condition."

Select every correct answer below (More than one choice could be selected. You may lose points for wrong selections).

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Which of the following statements about quicksort is TRUE?

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What is the worst-case time complexity of the selection sort algorithm, and what is its primary operation?

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Consider the following array representation of a min binary heap: [1, 3, 5, 7, 10, 6, 8].

If we perform an extract-min operation on this heap, what will be the resulting array after the heap property is restored according to our lectures?

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