Graph Traversal: BFS and DFS - Advanced Concepts

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Q. In Depth-First Search (DFS), which data structure is primarily used?
  • A. Queue
  • B. Stack
  • C. Array
  • D. Hash Table
Q. In which scenario would you prefer DFS over BFS?
  • A. Finding the shortest path
  • B. Exploring all possible paths
  • C. Finding the minimum spanning tree
  • D. Finding connected components
Q. What is a common application of BFS?
  • A. Topological Sorting
  • B. Cycle Detection
  • C. Finding Connected Components
  • D. Finding Shortest Path in Weighted Graphs
Q. What is the primary data structure used in Breadth-First Search (BFS)?
  • A. Stack
  • B. Queue
  • C. Array
  • D. Linked List
Q. Which of the following statements is true about DFS?
  • A. It can be implemented using a queue.
  • B. It is not suitable for finding shortest paths.
  • C. It always uses less memory than BFS.
  • D. It visits nodes in level order.
Q. Which traversal method can be more memory efficient in sparse graphs?
  • A. BFS
  • B. DFS
  • C. Both are equal
  • D. Neither is efficient
Q. Which traversal method is guaranteed to find the shortest path in an unweighted graph?
  • A. Depth-First Search
  • B. Breadth-First Search
  • C. Dijkstra's Algorithm
  • D. A* Search
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