Which of the following algorithms is used to detect a cycle in a graph?

Which of the following algorithms is used to detect a cycle in a graph?

a) Depth-First Search (DFS)
b) Breadth-First Search (BFS)
c) Dijkstra’s Algorithm
d) Kruskal’s Algorithm

Answer:

a) Depth-First Search (DFS)

Explanation:

Depth-First Search (DFS) is commonly used to detect cycles in a graph. By tracking visited nodes and using a recursive or iterative approach, DFS can identify back edges, which indicate a cycle in the graph.

In an undirected graph, a cycle is detected when DFS encounters a vertex that has already been visited and is not the parent of the current vertex. In a directed graph, a cycle is found when DFS encounters a vertex that is still in the recursion stack.

Cycle detection is important in algorithms for topological sorting, deadlock detection, and graph traversal.

Reference:

DSA (Data Structures and Algorithms) MCQ Questions and Answers

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