论文标题

多体系统中的量子假设检验

Quantum hypothesis testing in many-body systems

论文作者

de Boer, Jan, Godet, Victor, Kastikainen, Jani, Keski-Vakkuri, Esko

论文摘要

物理学的关键任务之一是进行测量以确定系统的状态。通常,测量旨在确定物理参数的值,但也可以提出更简单的问题,例如“状态A或状态B中的系统是?”。在量子力学中,可以使用量子假设测试的框架来研究和优化后一种测量。在许多情况下,人们可以在限制中明确地找到最佳测量值,即一个人同时访问系统的相同副本,并估计预期错误是$ n $变大。有趣的是,错误估计涉及各种量子信息理论量,例如相对熵,从而给出了这些数量的操作含义。 在本文中,我们考虑了量子假说测试在量子多体系统和量子场理论中的应用。我们回顾一些必要的背景材料,并详细研究一个人想要区分的两个状态在参数上接近。相关的误差估计涉及诸如相对熵方差之类的数量,我们证明了新的不平等。我们探讨了旋转链和二维形成式场理论的最佳测量策略,重点是区分子系统的密度矩阵的任务。最佳策略事实证明在实践中实施有些麻烦,我们讨论了可能的替代策略和相应的错误。

One of the key tasks in physics is to perform measurements in order to determine the state of a system. Often, measurements are aimed at determining the values of physical parameters, but one can also ask simpler questions, such as "is the system in state A or state B?". In quantum mechanics, the latter type of measurements can be studied and optimized using the framework of quantum hypothesis testing. In many cases one can explicitly find the optimal measurement in the limit where one has simultaneous access to a large number $n$ of identical copies of the system, and estimate the expected error as $n$ becomes large. Interestingly, error estimates turn out to involve various quantum information theoretic quantities such as relative entropy, thereby giving these quantities operational meaning. In this paper we consider the application of quantum hypothesis testing to quantum many-body systems and quantum field theory. We review some of the necessary background material, and study in some detail the situation where the two states one wants to distinguish are parametrically close. The relevant error estimates involve quantities such as the variance of relative entropy, for which we prove a new inequality. We explore the optimal measurement strategy for spin chains and two-dimensional conformal field theory, focusing on the task of distinguishing reduced density matrices of subsystems. The optimal strategy turns out to be somewhat cumbersome to implement in practice, and we discuss a possible alternative strategy and the corresponding errors.

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