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Quantum Hamiltonian Complexity

机译:量子哈密顿复杂度

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Constraint satisfaction problems are a central pillar of modern computational complexity theory. This survey provides an introduction to the rapidly growing field of Quantum Hamiltonian Complexity, which includes the study of quantum constraint satisfaction problems. Over the past decade and a half, this field has witnessed fundamental breakthroughs, ranging from the establishment of a "Quantum Cook-Levin Theorem" to deep insights into the structure of 1D low-temperature quantum systems via so-called area laws. Our aim here is to provide a computer science-oriented introduction to the subject in order to help bridge the language barrier between computer scientists and physicists in the field. As such, we include the following in this survey: (1) The motivations and history of the field, (2) a glossary of condensed matter physics terms explained in computer-science friendly language, (3) overviews of central ideas from condensed matter physics, such as indistinguishable particles, mean field theory, tensor networks, and area laws, and (4) brief expositions of selected computer science-based results in the area. For example, as part of the latter, we provide a novel information theoretic presentation of Bravyi's polynomial time algorithm for Quantum 2-SAT.
机译:约束满足问题是现代计算复杂性理论的中心支柱。这项调查介绍了量子哈密顿复杂度快速增长的领域,其中包括对量子约束满足问题的研究。在过去的十五年中,该领域见证了根本性的突破,从建立“量子库克-莱文定理”到通过所谓的面积定律深入了解一维低温量子系统的结构。我们的目的是为该主题提供面向计算机科学的介绍,以帮助弥补该领域计算机科学家和物理学家之间的语言障碍。因此,我们在调查中包括以下内容:(1)该领域的动机和历史;(2)用计算机科学友好语言解释的凝聚态物理术语词汇表;(3)凝聚态中心思想概述物理,如不可分辨的粒子,均值场论,张量网络和面积定律,以及(4)对该领域中选定的基于计算机科学的结果的简要说明。例如,作为后者的一部分,我们提供了量子2-SAT的Bravyi多项式时间算法的新颖信息理论表示。

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