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FIT2004 Algorithms and data structures - S2 2026

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You are given a weakly connected directed weighted graph — connected when the edge directions are ignored — and asked whether it contains a negative cycle anywhere— not just one reachable from some particular vertex.

Which approach settles it in O(|V| · |E|) time?

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Consider a directed, weighted graph G with |V| vertices and |E| edges. What is the worst-case time complexity of finding the edge of largest weight, if G is implemented using an adjacency matrix?

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Consider a directed, weighted graph G with |V| vertices and |E| edges. What is the worst-case time complexity of running a Depth-First Search (DFS) on G, if G is implemented using an unsorted adjacency list?

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Consider a directed, weighted graph G with |V| vertices and |E| edges. What is the worst-case time complexity of finding the vertex with the greatest number of edges, counting incoming and outgoing together, if G is implemented using an unsorted adjacency list?

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Consider factorial(k)factorial(k): if k = 0k = 0 return 1, else return k \cdot factorial(k-1)k \cdot factorial(k-1). How many times is factorial invoked in total (counting the initial call and the base-case call) to compute factorial(4)factorial(4)?
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If |A| = 5|A| = 5 and |B| = 2|B| = 2, how many ordered pairs are in the Cartesian product A \times BA \times B?
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Which abstract data type (ADT) provides Last-In-First-Out (LIFO) access?
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Consider a directed, weighted graph G with |V| vertices and |E| edges. What is the worst-case time complexity of running a Breadth-First Search (BFS) on G, if G is implemented using an adjacency matrix?

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Consider a directed, weighted graph G with |V| vertices and |E| edges. What is the worst-case time complexity of running a Depth-First Search (DFS) on G, if G is implemented using an adjacency matrix?

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Consider a directed, weighted graph G with |V| vertices and |E| edges. What is the worst-case time complexity of listing all the outgoing edges of the vertex that has the most outgoing edges, if G is implemented using an adjacency matrix?

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