Consider a complete graph with vertices ( ). Note that multiple spanning trees can be constructed over . Each of these spanning trees is represented as a set of edges. The Jaccard coefficient between any two sets is defined as the ratio of the size of the intersection of the two sets to the size of the union of the two sets.
Which one of the following options gives the lowest possible value for the Jaccard coefficient between any two spanning trees of ?
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Answer: C
To find the lowest possible value of the Jaccard coefficient between any two spanning trees of , let us analyze the definition of the Jaccard coefficient.
Let and be two spanning trees of . Each spanning tree has exactly edges. The Jaccard coefficient between their edge sets and is defined as:
Since the sizes of sets are non-negative, the minimum possible value of the Jaccard coefficient is . This minimum is achieved if and only if there exist two spanning trees and that are completely edge-disjoint, meaning:
Existence of Edge-Disjoint Spanning Trees
According to the Tutte-Nash-Williams theorem, a complete graph contains exactly edge-disjoint spanning trees.
Given that (i.e., ):
This guarantees that for any , contains at least edge-disjoint spanning trees. Let these two trees be and . Since they share no edges:
Thus, the Jaccard coefficient is:
Therefore, the lowest possible value for the Jaccard coefficient is 0.
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