Asymptotic Equipartition Properties for simple hierarchical and networked structures
Information Theory
2013-10-23 v2 math.IT
Probability
Abstract
We prove asymptotic equipartition properties for simple hierarchical structures (modelled as multitype Galton-Watson trees) and networked structures (modelled as randomly coloured random graphs). For example, for large , a networked data structure consisting of units connected by an average number of links of order can be coded by about bits, where is an explicitly defined entropy. The main technique in our proofs are large deviation principles for suitably defined empirical measures.
Keywords
Cite
@article{arxiv.1006.2523,
title = {Asymptotic Equipartition Properties for simple hierarchical and networked structures},
author = {Kwabena Doku-Amponsah},
journal= {arXiv preprint arXiv:1006.2523},
year = {2013}
}
Comments
25 pages