English

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 nn, a networked data structure consisting of nn units connected by an average number of links of order n/lognn/log n can be coded by about nHnH bits, where HH 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

R2 v1 2026-06-21T15:35:31.157Z