English

Complementary Graph Entropy, AND Product, and Disjoint Union of Graphs

Information Theory 2023-05-03 v1 math.IT

Abstract

In the zero-error Slepian-Wolf source coding problem, the optimal rate is given by the complementary graph entropy H\overline{H} of the characteristic graph. It has no single-letter formula, except for perfect graphs, for the pentagon graph with uniform distribution G5G_5, and for their disjoint union. We consider two particular instances, where the characteristic graphs respectively write as an AND product \wedge, and as a disjoint union \sqcup. We derive a structural result that equates H()\overline{H}(\wedge \: \cdot) and H()\overline{H}(\sqcup \: \cdot) up to a multiplicative constant, which has two consequences. First, we prove that the cases where H()\overline{H}(\wedge \:\cdot) and H()\overline{H}(\sqcup \: \cdot) can be linearized coincide. Second, we determine H\overline{H} in cases where it was unknown: products of perfect graphs; and G5GG_5 \wedge G when GG is a perfect graph, using Tuncel et al.'s result for H(G5G)\overline{H}(G_5 \sqcup G). The graphs in these cases are not perfect in general.

Keywords

Cite

@article{arxiv.2305.01459,
  title  = {Complementary Graph Entropy, AND Product, and Disjoint Union of Graphs},
  author = {Nicolas Charpenay and Maël le Treust and Aline Roumy},
  journal= {arXiv preprint arXiv:2305.01459},
  year   = {2023}
}