Math Problem Statement
Find the MST
Solution
To find the Minimum Spanning Tree (MST) for the graph shown in the image, we will follow Kruskal's or Prim's algorithm. Here's a step-by-step explanation based on Kruskal’s algorithm:
Steps for Kruskal's Algorithm:
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List all edges and their weights:
From the image, we can extract the edges and weights:a-b: 2, a-d: 2, a-e: 4, a-c: 5 b-e: 4, b-c: 3 c-f: 5, c-e: 3, c-g: 1 d-e: 1, d-h: 4, d-i: 4 e-h: 2, e-f: 3 f-g: 2 h-i: 2, h-g: 4
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Sort edges by weight (smallest to largest):
d-e: 1, c-g: 1 a-b: 2, a-d: 2, f-g: 2, h-i: 2, e-h: 2 b-c: 3, c-e: 3, e-f: 3 a-e: 4, d-h: 4, d-i: 4, h-g: 4, b-e: 4 a-c: 5, c-f: 5
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Add edges to the MST ensuring no cycles are formed:
- Start with the smallest edge:
- Add d-e (1) to the MST.
- Add c-g (1) to the MST.
- Add edges with weight 2:
- Add a-b (2) to the MST.
- Add a-d (2) to the MST.
- Add f-g (2) to the MST.
- Add h-i (2) to the MST.
- Add e-h (2) to the MST.
- At this point, all nodes are connected, and we stop adding edges.
- Start with the smallest edge:
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MST edges:
d-e, c-g, a-b, a-d, f-g, h-i, e-h
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Total weight of MST:
1 + 1 + 2 + 2 + 2 + 2 + 2 = 12
Final MST:
The Minimum Spanning Tree includes the edges:
- , , , , , ,
with a total weight of 12.
Would you like me to explain Prim's algorithm for this graph or provide a visual representation? Let me know!
Related Questions:
- What is the difference between Kruskal's and Prim's algorithms for MST?
- How does the choice of starting node affect Prim's algorithm?
- Can we solve this MST problem using adjacency matrix representation?
- What is the time complexity of Kruskal’s algorithm in this scenario?
- How would adding or removing an edge impact the MST of this graph?
Tip: Always double-check for cycles when applying Kruskal’s algorithm to avoid including unnecessary edges.
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Math Problem Analysis
Mathematical Concepts
Graph Theory
Minimum Spanning Tree
Kruskal's Algorithm
Formulas
Sorting edges by weight
Union-Find (for cycle detection in Kruskal's algorithm)
Theorems
Greedy Algorithm
Suitable Grade Level
Grades 9-12
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