用于哈密尔顿模拟的高阶随机编译器

Kouhei Nakaji, Mohsen Bagherimehrab, Alán Aspuru-Guzik
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摘要

众所周知,哈密顿模拟是各种量子算法的基本组成部分之一,其最直接的应用就是模拟多体系统以提取其物理特性。在这项工作中,我们提出了用于哈密顿模拟的高阶随机算法 qSWIFT。在 qSWIFT 中,给定精度所需的门数量与哈密顿项的数量无关,而系统误差则随着阶数参数的增加呈指数级减少。在这方面,我们的 qSWIFT 是之前提出的量子随机漂移协议(qDRIFT)的高阶对应物,其门的数量与所需精度的倒数成线性比例。我们构建了 qSWIFT 通道,并为用钻石规范量化的系统误差建立了严格的约束。qSWIFT 提供了一种算法,通过使用一个辅助量子比特系统来估计给定的物理量,它与其他基于乘积公式的方法(如常规特罗特-铃木分解和 qDRIFT)一样简单。我们的数值实验表明,与 qDRIFT 相比,qSWIFT 所需的门数大大减少。特别是在需要高精度的问题上,这种优势更为明显;例如,要达到 10-6 的系统相对传播误差,三阶 qSWIFT 所需的门数比 qDRIFT 少 1000 倍。
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High-Order Randomized Compiler for Hamiltonian Simulation
Hamiltonian simulation is known to be one of the fundamental building blocks of a variety of quantum algorithms such as its most immediate application, that of simulating many-body systems to extract their physical properties. In this work, we present qSWIFT, a high-order randomized algorithm for Hamiltonian simulation. In qSWIFT, the required number of gates for a given precision is independent of the number of terms in the Hamiltonian, while the systematic error is exponentially reduced with regard to the order parameter. In this respect, our qSWIFT is a higher-order counterpart of the previously proposed quantum stochastic drift protocol (qDRIFT), the number of gates in which scales linearly with the inverse of the precision required. We construct the qSWIFT channel and establish a rigorous bound for the systematic error quantified by the diamond norm. qSWIFT provides an algorithm to estimate given physical quantities by using a system with one ancilla qubit, which is as simple as other product-formula-based approaches such as regular Trotter-Suzuki decompositions and qDRIFT. Our numerical experiment reveals that the required number of gates in qSWIFT is significantly reduced compared to qDRIFT. In particular, the advantage is significant for problems where high precision is required; e.g., to achieve a systematic relative propagation error of 106, the required number of gates in third-order qSWIFT is 1000 times smaller than that of qDRIFT.
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