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arXiv 1107.0740quant-ph
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一个数据处理不等式的直观证明

An intuitive proof of the data processing inequality

Normand J. Beaudry, Renato Renner

摘要:

数据处理不等式(DPI)是信息论的一个基本特征。非正式地说,你不能通过对量子系统进行局部物理操作来增加它的信息量。当平滑最小熵被用作相关信息度量时,则DPI立即遵循熵的定义。然后,通过使用量子渐近均分性质(QAEP)将DPI专门化为光滑最小熵,获得冯诺伊曼熵的DPI。我们提供了一个新的,简化的证明QAEP,从而获得一个独立的证明DPI的冯诺伊曼熵。

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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