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AN INTUITIVE PROOF OF THE DATA PROCESSING INEQUALITY

机译:数据处理不等式的直观证明

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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 short proof of the QAEP and therefore obtain a self-contained proof of the DPI for the von Neumann entropy.
机译:数据处理不平等(DPI)是信息论的基本特征。它非正式地指出,不能通过局部物理操作对其进行操作来增加量子系统的信息内容。当使用光滑的最小熵作为相关的信息量度时,DPI将立即从熵的定义中得出。然后,通过使用量子渐近等分性质(QAEP)将光滑最小熵的DPI专门化,从而获得冯·诺伊曼熵的DPI。我们提供了QAEP的简短证明,因此获得了冯·诺伊曼熵的DPI的独立证明。

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