Which algorithm is used to find the minimum spanning tree in a graph?A) Bellman-FordB) Kruskal'sC) Prim'sD) Dijkstra's
Question
Which algorithm is used to find the minimum spanning tree in a graph?
A) Bellman-Ford
B) Kruskal's
C) Prim's
D) Dijkstra's
Solution
The algorithms used to find the minimum spanning tree in a graph are Kruskal's (option B) and Prim's (option C). Both of these algorithms are designed to find the minimum spanning tree in a graph, which is a tree that connects all the vertices in the graph with the minimum possible total edge weight.
Here's a brief step-by-step explanation of how each algorithm works:
-
Kruskal's Algorithm:
- Sort all the edges from low weight to high
- Take the edge with the lowest weight and add it to the spanning tree. If adding the edge created a cycle, then reject this edge.
- Keep adding edges until we reach all vertices.
-
Prim's Algorithm:
- Start with a single vertex and greedily grow the tree
- At each step, add the smallest edge that connects a vertex in the tree to a vertex outside the tree
- Repeat until all vertices are in the tree.
So, the correct answer to your question would be both B) Kruskal's and C) Prim's.
Similar Questions
The runtime complexity of Kruskal's algorithm for finding the Minimum Spanning Tree is:OptionsO(V log V)O(V^2) O(E^2)O(E log E)
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Every graph has only one minimum spanning tree. State true or false.a)Falseb)True
The shortest path in a graph with weighted edges can be found using:A. Depth-first searchB. Breadth-first searchC. Dijkstra's algorithmD. Kruskal's algorithm
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