基于参数化量子电路的确定性模式匹配

IF 5.8 2区 物理与天体物理 Q1 OPTICS EPJ Quantum Technology Pub Date : 2024-01-09 DOI:10.1140/epjqt/s40507-023-00215-9
Lu Liu, Xing-Yu Wu, Chu-Yao Xu, Lu-Fan Zhang, Chuan Wang
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引用次数: 0

摘要

格罗弗量子算法是一种非结构化搜索算法,可以在量子计算机上运行,复杂度为O\(\sqrt{N}\),是量子计算的典型算法之一。最近,它已成为模式匹配任务的常规算法。然而,最初的格罗弗搜索算法是概率性的,这对于涉及确定性的问题来说不容忽视。此外,高效的数据加载也是 Grover 算法实际应用中的一个关键挑战。在这项工作中,我们提出了一种采用 Long 量子搜索算法的改进模式匹配方案,其中的量子电路结构搜索算法只需较少的多量子比特量子门,就能确定性地获得所需的结果。然后,通过数值模拟比较了我们的方案和之前算法的性能,表明我们的算法在当前的量子技术中是可行的,对噪声中量子(NISQ)器件是友好的。
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The deterministic pattern matching based on the parameterized quantum circuit

Grover quantum algorithm is an unstructured search algorithm that can run on a quantum computer with the complexity of O\(\sqrt{N}\), and is one of the typical algorithms of quantum computing. Recently, it has served as a routine for pattern-matching tasks. However, the original Grover search algorithm is probabilistic, which is not negligible for problems involving determinism. Besides that, efficient data loading is also a key challenge for the practical applications of the Grover algorithm. Here in this work, we propose a modified pattern-matching scheme with Long’s quantum search algorithm, in which the quantum circuit structure search algorithm requires fewer multi-qubit quantum gates, and can obtain the desired results deterministically. Then, the comparison of the performance of our scheme and the previous algorithms is presented through numerical simulations, indicating our algorithm is feasible with current quantum technologies which is friendly to noisy intermediate-scale quantum (NISQ) devices.

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来源期刊
EPJ Quantum Technology
EPJ Quantum Technology Physics and Astronomy-Atomic and Molecular Physics, and Optics
CiteScore
7.70
自引率
7.50%
发文量
28
审稿时长
71 days
期刊介绍: Driven by advances in technology and experimental capability, the last decade has seen the emergence of quantum technology: a new praxis for controlling the quantum world. It is now possible to engineer complex, multi-component systems that merge the once distinct fields of quantum optics and condensed matter physics. EPJ Quantum Technology covers theoretical and experimental advances in subjects including but not limited to the following: Quantum measurement, metrology and lithography Quantum complex systems, networks and cellular automata Quantum electromechanical systems Quantum optomechanical systems Quantum machines, engineering and nanorobotics Quantum control theory Quantum information, communication and computation Quantum thermodynamics Quantum metamaterials The effect of Casimir forces on micro- and nano-electromechanical systems Quantum biology Quantum sensing Hybrid quantum systems Quantum simulations.
期刊最新文献
On validity of quantum partial adiabatic search Quantum multi-state Swap Test: an algorithm for estimating overlaps of arbitrary number quantum states Synergy between noisy quantum computers and scalable classical deep learning for quantum error mitigation A meta-trained generator for quantum architecture search Efficient realization of quantum algorithms with qudits
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