English

An intuitive proof of the data processing inequality

Quantum Physics 2012-09-05 v2

Abstract

The data processing inequality (DPI) is a fundamental feature of information theory. Informally it states that you cannot increase the information content of a quantum system by acting on it with a local physical operation. When the smooth min-entropy is used as the relevant information measure, then the DPI follows immediately from the definition of the entropy. The DPI for the von Neumann entropy is then obtained by specializing the DPI for the smooth min-entropy by using the quantum asymptotic equipartition property (QAEP). We provide a new, simplified proof of the QAEP and therefore obtain a self-contained proof of the DPI for the von Neumann entropy.

Keywords

Cite

@article{arxiv.1107.0740,
  title  = {An intuitive proof of the data processing inequality},
  author = {Normand J. Beaudry and Renato Renner},
  journal= {arXiv preprint arXiv:1107.0740},
  year   = {2012}
}

Comments

10 pages

R2 v1 2026-06-21T18:32:00.501Z