Asymptotic Equipartition Properties for simple hierarchical and networked structures - Computer Science > Information TheoryReport as inadecuate




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Abstract: We prove asymptotic equipartition properties for simple hierarchicalstructures modelled as multitype Galton-Watson trees and networked structuresmodelled as randomly coloured random graphs. For example, for large $n$, anetworked data structure consisting of $n$ units connected by an average numberof links of order $n-log n$ can be coded by about $nH$ bits, where $H$ is anexplicitly defined entropy. The main technique in our proofs are largedeviation principles for suitably defined empirical measures.



Author: Kwabena Doku-Amponsah

Source: https://arxiv.org/



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