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arxiv: 1006.2523 · v2 · pith:YGTSAX6Pnew · submitted 2010-06-13 · 💻 cs.IT · math.IT· math.PR

Asymptotic Equipartition Properties for simple hierarchical and networked structures

classification 💻 cs.IT math.ITmath.PR
keywords networkedstructuresasymptoticdefinedequipartitionhierarchicallargemodelled
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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 $n$, a networked data structure consisting of $n$ units connected by an average number of links of order $n/log n$ can be coded by about $nH$ bits, where $H$ is an explicitly defined entropy. The main technique in our proofs are large deviation principles for suitably defined empirical measures.

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