Graph Traversal: BFS and DFS - Applications - Real World Applications

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Q. In which application is DFS particularly useful?
  • A. Finding the shortest path in a graph
  • B. Cycle detection in a graph
  • C. Finding the minimum spanning tree
  • D. Network flow problems
Q. What is a common application of BFS in real-world systems?
  • A. Solving mazes
  • B. Finding the minimum spanning tree
  • C. Broadcasting in networks
  • D. Topological sorting
Q. What is the main advantage of using BFS for searching in a graph?
  • A. It uses less memory than DFS
  • B. It guarantees the shortest path in unweighted graphs
  • C. It is easier to implement
  • D. It can handle cycles better than DFS
Q. What is the primary use of Breadth-First Search (BFS) in graph traversal?
  • A. Finding the shortest path in an unweighted graph
  • B. Finding connected components in a graph
  • C. Sorting the nodes of a graph
  • D. Detecting cycles in a graph
Q. What is the time complexity of BFS in terms of the number of vertices V and edges E?
  • A. O(V + E)
  • B. O(V^2)
  • C. O(E log V)
  • D. O(V log V)
Q. Which algorithm is typically used for topological sorting of a directed acyclic graph?
  • A. BFS
  • B. DFS
  • C. Dijkstra's algorithm
  • D. Prim's algorithm
Q. Which of the following is a real-world application of Depth-First Search (DFS)?
  • A. Web crawling
  • B. Finding the shortest path in a road network
  • C. Social network analysis
  • D. Network broadcasting
Q. Which of the following is NOT a characteristic of DFS?
  • A. Uses a stack data structure
  • B. Can be implemented recursively
  • C. Explores all neighbors before going deeper
  • D. Can find connected components
Q. Which traversal method would you use to find all possible paths in a maze?
  • A. BFS
  • B. DFS
  • C. Dijkstra's algorithm
  • D. A* algorithm
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