论文标题

由于非争夺哈密顿量的灾难性失败,量子退火的灾难性及其避免腐蚀性

Catastrophic failure of quantum annealing owing to non-stoquastic Hamiltonian and its avoidance by decoherence

论文作者

Imoto, Takashi, Matsuzaki, Yuichiro

论文摘要

量子退火(QA)是解决组合优化问题的有前途的方法,其溶液嵌入了伊辛·哈密顿式的基态。该方法采用两种类型的哈密顿人:驾驶员哈密顿官和一个问题哈密顿人。从哈密顿驾驶员到哈密顿的问题上发生了足够缓慢的变化后,我们可以获得与溶液相对应的目标基态。据信,在驾驶员哈密顿式的驱动程序中包含非拼写术语可以提高质量检查的效率。同时,将腐蚀视为质量保证的主要障碍。在这里,我们提出了例子,表明非拼写的哈密顿量可能导致质量检查的灾难性失败,而一定的脱碳过程可用于避免这种失败。更具体地说,当我们在哈密顿式中包括抗铁磁相互作用(即典型的非拼写术语)时,即使在某些特定情况下,我们也无法准备目标基态。在我们的示例中,由于对称性,哈密顿量是块对核的,并且在质量检查期间发生了交叉,从而导致地面搜索的完全失败。此外,我们表明,当我们添加某种类型的破裂性时,我们可以在质量保证中获得这些情况后的基态。这是因为,即使在孤立的量子系统中存在对称性,环境也会破坏对称性。我们的反直观结果可深入了解质量检查的基本机制。

Quantum annealing (QA) is a promising method for solving combinatorial optimization problems whose solutions are embedded into a ground state of the Ising Hamiltonian. This method employs two types of Hamiltonians: a driver Hamiltonian and a problem Hamiltonian. After a sufficiently slow change from the driver Hamiltonian to the problem Hamiltonian, we can obtain the target ground state that corresponds to the solution. The inclusion of non-stoquastic terms in the driver Hamiltonian is believed to enhance the efficiency of the QA. Meanwhile, decoherence is regarded as of the main obstacles for QA. Here, we present examples showing that non-stoaquastic Hamiltonians can lead to catastrophic failure of QA, whereas a certain decoherence process can be used to avoid such failure. More specifically, when we include anti-ferromagnetic interactions (i.e., typical non-stoquastic terms) in the Hamiltonian, we are unable to prepare the target ground state even with an infinitely long annealing time for some specific cases. In our example, owing to a symmetry, the Hamiltonian is block-diagonalized, and a crossing occurs during the QA, which leads to a complete failure of the ground-state search. Moreover, we show that, when we add a certain type of decoherence, we can obtain the ground state after QA for these cases. This is because, even when symmetry exists in isolated quantum systems, the environment breaks the symmetry. Our counter intuitive results provide a deep insight into the fundamental mechanism of QA.

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