Resistance distance in straight linear 2-trees
Abstract
We consider the graph with vertex set and if and only if . We call the straight linear 2-tree on vertices. Using --Y transformations and identities for the Fibonacci and Lucas numbers we obtain explicit formulae for the resistance distance between any two vertices and of . To our knowledge is the first nontrivial family with diameter going to for which all resistance distances have been explicitly calculated. Our result also gives formulae for the number of spanning trees and 2-forests in a straight linear 2-tree. We show that the maximal resistance distance in occurs between vertices 1 and and the minimal resistance distance occurs between vertices and for even (with a similar result for odd). It follows that as . Moreover, our explicit formula makes it possible to order the non-edges of exactly according to resistance distance, and this ordering agrees with the intuitive notion of distance on a graph. Consequently, is a geometric graph with entirely different properties than the random geometric graphs investigated in [6]. These results for straight linear 2-trees along with an example of a bent linear 2-tree and empirical results for additional graph classes convincingly demonstrate that resistance distance should not be discounted as a viable method for link prediction in geometric graphs.
Keywords
Cite
@article{arxiv.1712.05883,
title = {Resistance distance in straight linear 2-trees},
author = {Wayne Barrett and Emily J. Evans and Amanda E. Francis},
journal= {arXiv preprint arXiv:1712.05883},
year = {2017}
}