Lower threshold ground state energy and testability of minimal balanced cut density
Abstract
Lov\'asz and his coauthors defined the notion of microcanonical ground state energy -- borrowed from the statistical physics -- for weighted graphs , where is a probability distribution on and is a symmetric matrix with real entries. We define a new version of the ground state energy, , called lower threshold ground state energy, where . Both types of energies can be extended for graphons , the limit objects of convergent sequences of simple graphs. In the main result of the paper it is stated that if , then the convergence of the sequences for each implies convergence of the sequences for each . As a byproduct one can derive in a natural way the testability of minimum balanced multiway cut densities, that is one of the fundamental problems of cluster analysis.
Keywords
Cite
@article{arxiv.1407.1662,
title = {Lower threshold ground state energy and testability of minimal balanced cut density},
author = {András Krámli and Roland Markó},
journal= {arXiv preprint arXiv:1407.1662},
year = {2014}
}
Comments
14 pages