Entropy and set cardinality inequalities for partition-determined functions
Abstract
A new notion of partition-determined functions is introduced, and several basic inequalities are developed for the entropy of such functions of independent random variables, as well as for cardinalities of compound sets obtained using these functions. Here a compound set means a set obtained by varying each argument of a function of several variables over a set associated with that argument, where all the sets are subsets of an appropriate algebraic structure so that the function is well defined. On the one hand, the entropy inequalities developed for partition-determined functions imply entropic analogues of general inequalities of Pl\"unnecke-Ruzsa type. On the other hand, the cardinality inequalities developed for compound sets imply several inequalities for sumsets, including for instance a generalization of inequalities proved by Gyarmati, Matolcsi and Ruzsa (2010). We also provide partial progress towards a conjecture of Ruzsa (2007) for sumsets in nonabelian groups. All proofs are elementary and rely on properly developing certain information-theoretic inequalities.
Keywords
Cite
@article{arxiv.0901.0055,
title = {Entropy and set cardinality inequalities for partition-determined functions},
author = {Mokshay Madiman and Adam Marcus and Prasad Tetali},
journal= {arXiv preprint arXiv:0901.0055},
year = {2012}
}
Comments
26 pages. v2: Revised version incorporating referee feedback plus inclusion of some additional corollaries and discussion. v3: Final version with minor corrections. To appear in Random Structures and Algorithms