Write a program to traverse graph data structure using queue and stack data structure i.e. BFS and DFS.
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Answer:
Following are the BFS and DFS algorithms for traversing graph data structure:
BFS Algorithm
BFS stands Breadth-First Search. BFS algorithm uses the queue data structure for traversing the graph.
Following are the steps on BFS:
- Start with any node of the graph and insert it into the queue.
- Now insert its neighboring nodes in the queue one by one.
- When a neighbor node is inserted, the previous node is deleted from the queue and traversed.
- These two steps are repeated until on the nodes are visited and the queue becomes empty.
DFS Algorithm
DFS stands Depth-First Search. DFS uses the stack data structure for traversing the graph.
Following are the steps of DFS:
- Start with any node of the graph and insert it into the stack.
- Now insert its neighboring nodes in the stack one by one.
- When all the nodes are inserted in the stack, pop the nodes one by one from the top of the stack.
- Repeat this step until the stack becomes empty.
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