Let G(V,E) be a simple, undirected, edge-weighted graph with unique edge weights. Which of the following statements about the minimum spanning trees (MST) of G is/are true?
Correct Answer :
In every cycle C of G, the edge with the largest weight in C is not in any MST
For every vertex v ∈ V, the edge with the smallest weight incident on v is in every MST
Solution :
The correct statements are:
1. In every cycle C of G, the edge with the largest weight in C is not in any MST
2. For every vertex v ∈ V, the edge with the smallest weight incident on v is in every MST
Here is the detailed step-by-step explanation of why these statements are correct:
1. Explanation of the Cycle Property Statement:
Let be any cycle in the graph , and let be the edge in with the strictly largest weight (since edge weights are unique). We want to prove that cannot belong to any minimum spanning tree (MST) of .
Suppose, for the sake of contradiction, that there is an MST that contains the edge . If we delete the edge from , the tree is disconnected into exactly two components, say and .
Since is part of the cycle , there must exist at least one other edge in the cycle that also connects and . Since is the unique edge with the largest weight in cycle , the weight of must be strictly less than the weight of :
If we construct a new spanning tree by removing and adding , the new tree remains connected and spans all vertices. However, the total weight of is strictly less than the total weight of . This contradicts the assumption that is a minimum spanning tree. Thus, the edge with the largest weight in any cycle cannot be in any MST.
2. Explanation of the Cut Property (Incident Edges) Statement:
For any vertex , let us define a cut in the graph that separates from all other vertices. This cut is represented by the partition .
The edges crossing this cut are precisely all the edges incident on the vertex . By the Cut Property of minimum spanning trees, for any cut of a graph, the edge with the minimum weight crossing that cut must belong to the MST. Because all edge weights in the graph are unique, there is a unique edge incident on that has the smallest weight among all incident edges.
Since is the unique minimum-weight crossing edge for the cut , it must be included in every MST of .
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