Math Problem Statement
Solution
To solve the problem, let's first define a Minimum Spanning Tree (MST) and then find the MST for the given graph.
Definition of Minimum Spanning Tree:
A Minimum Spanning Tree of a graph is a subset of its edges that connects all the vertices together without any cycles and with the minimum possible total edge weight. It ensures all nodes are connected using the least-cost paths.
Steps to Find the MST:
We can use Kruskal's Algorithm or Prim's Algorithm. Here, I'll use Kruskal's Algorithm for clarity:
- Sort all edges in ascending order of their weights.
- Pick the smallest edge. If adding it forms a cycle, discard it. Otherwise, include it in the MST.
- Repeat until we have edges (where is the number of vertices).
Graph Data:
Vertices:
Edges with weights:
- , , , , , , ,
Solution:
-
Sort edges by weight:
-
Add edges to the MST in ascending order, ensuring no cycles are formed:
- Start with .
- Add .
- Add .
- Add .
-
At this point, we have edges (since there are 5 vertices).
MST Edges:
Total Weight of MST:
Would you like me to explain the steps in greater detail or provide a visualization? Let me know if you have further questions!
Related Questions:
- What is the difference between a spanning tree and a minimum spanning tree?
- How does Prim’s Algorithm differ from Kruskal’s Algorithm?
- Can a graph have multiple minimum spanning trees?
- How do you check for cycles while constructing an MST using Kruskal's Algorithm?
- What are some real-world applications of minimum spanning trees?
Tip: When working with MST problems, always ensure your edge selection avoids forming cycles by using union-find or a similar technique.
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Math Problem Analysis
Mathematical Concepts
Graph Theory
Minimum Spanning Tree
Weighted Graphs
Formulas
-
Theorems
Kruskal's Algorithm
Cycle Detection
Suitable Grade Level
Grades 11-12 or Undergraduate
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