39 research outputs found
Strong Hanani-Tutte for the Torus
If a graph can be drawn on the torus so that every two independent edges cross an even number of times, then the graph can be embedded on the torus
Strong Hanani-Tutte on the Projective Plane
If a graph can be drawn in the projective plane so that every two non-adjacent edges cross an even number of times, then the graph can be embedded in the projective plane
Dominating Sets in Plane Triangulations
In 1996, Matheson and Tarjan conjectured that any n-vertex triangulation with
n sufficiently large has a dominating set of size at most n/4. We prove this
for graphs of maximum degree 6.Comment: 14 pages, 6 figures; Revised lemmas 6-8, clarified arguments and
fixed typos, result unchange
Statistical models for cores decomposition of an undirected random graph
The -core decomposition is a widely studied summary statistic that
describes a graph's global connectivity structure. In this paper, we move
beyond using -core decomposition as a tool to summarize a graph and propose
using -core decomposition as a tool to model random graphs. We propose using
the shell distribution vector, a way of summarizing the decomposition, as a
sufficient statistic for a family of exponential random graph models. We study
the properties and behavior of the model family, implement a Markov chain Monte
Carlo algorithm for simulating graphs from the model, implement a direct
sampler from the set of graphs with a given shell distribution, and explore the
sampling distributions of some of the commonly used complementary statistics as
good candidates for heuristic model fitting. These algorithms provide first
fundamental steps necessary for solving the following problems: parameter
estimation in this ERGM, extending the model to its Bayesian relative, and
developing a rigorous methodology for testing goodness of fit of the model and
model selection. The methods are applied to a synthetic network as well as the
well-known Sampson monks dataset.Comment: Subsection 3.1 is new: `Sample space restriction and degeneracy of
real-world networks'. Several clarifying comments have been added. Discussion
now mentions 2 additional specific open problems. Bibliography updated. 25
pages (including appendix), ~10 figure