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Which algorithm is typically used for finding connected components in a graph?
Practice Questions
Q1
Which algorithm is typically used for finding connected components in a graph?
Dijkstra's Algorithm
Prim's Algorithm
BFS or DFS
Kruskal's Algorithm
Questions & Step-by-Step Solutions
Which algorithm is typically used for finding connected components in a graph?
Steps
Concepts
Step 1: Understand what a graph is. A graph consists of nodes (or vertices) and edges that connect them.
Step 2: Know what connected components are. A connected component is a subset of the graph where there is a path between any two nodes in that subset.
Step 3: Learn about BFS (Breadth-First Search) and DFS (Depth-First Search). These are two algorithms used to explore graphs.
Step 4: Realize that both BFS and DFS can be used to traverse a graph and find all nodes connected to a starting node.
Step 5: Use BFS or DFS to explore the graph. Start from an unvisited node, mark it as visited, and explore all its neighbors.
Step 6: Repeat the process for all unvisited nodes in the graph to find all connected components.
No concepts available.
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