4.5 Article

A Generalization of Majorization that Characterizes Shannon Entropy

Journal

IEEE TRANSACTIONS ON INFORMATION THEORY
Volume 62, Issue 4, Pages 1711-1720

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIT.2016.2528285

Keywords

Majorization; quantum information; Shannon entropy; thermodynamics

Funding

  1. Government of Canada through Industry Canada
  2. Province of Ontario through the Ministry of Research and Innovation

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We introduce a binary relation on the finite discrete probability distributions, which generalizes notions of majorization that have been studied in quantum information theory. Motivated by questions in thermodynamics, our relation describes the transitions induced by bistochastic maps in the presence of additional auxiliary systems, which may become correlated in the process. We show that this relation is completely characterized by Shannon entropy H, which yields an interpretation of H in resource-theoretic terms, and admits a particularly simple proof of a known characterization of H in terms of natural information-theoretic properties.

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