A generalization of majorization that characterizes Shannon entropy

July 24, 2015 Β· Declared Dead Β· πŸ› IEEE Transactions on Information Theory

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Authors Markus P. Mueller, Michele Pastena arXiv ID 1507.06900 Category cs.IT: Information Theory Cross-listed math-ph, quant-ph Citations 36 Venue IEEE Transactions on Information Theory Last Checked 6 months ago
Abstract
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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