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Computer Science
Posted 8 months ago
Tell me the concept of Breath-first search
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Answer from Sia
Posted 8 months ago
Breadth-first search (BFS) is an algorithm used for traversing or searching tree or graph data structures.
Here are the key points about BFS:
BFS starts at the root (or any arbitrary node in the case of a graph) and explores the neighbor nodes at the present depth prior to moving on to nodes at the next depth level
It uses a queue data structure to keep track of the nodes to be explored
BFS is particularly useful for finding the shortest path in an unweighted graph
The algorithm works by enqueuing the starting node, then repeatedly dequeuing a node, processing it, and enqueuing all its unvisited neighbors
BFS can be implemented iteratively using a queue, which helps in avoiding the issues of stack overflow that can occur with recursive implementations
The time complexity of BFS is O(V+E)O(V + E), where VV is the number of vertices and EE is the number of edges in the graph
The space complexity of BFS is O(V)O(V), as it needs to store all the vertices in the worst case
In summary, BFS is a fundamental algorithm in computer science for graph traversal and is widely used in various applications such as finding the shortest path, web crawling, and social networking sites.

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