用于搜索任意大小无序数据库的灵活定相量子搜索算法

IF 2.2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Journal of Computational Electronics Pub Date : 2023-12-10 DOI:10.1007/s10825-023-02113-w
Panchi Li, Ziyang Li
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引用次数: 0

摘要

为了提高格罗弗算法的实用性,本文针对非结构化数据库设计了一种灵活的阶段选择策略和初始状态构建方法。所提算法的灵活性体现在三个方面。首先,它适用于任意大小的无序数据库,不像传统算法必须是 2 的整数次幂。为此,我们提出了一种包含任意数量基态的等量子叠加态的设计方法。其次,搜索引擎中的旋转相位可以固定为区间 \((0, \pi ]\) 中的任意值。我们研究了搜索引擎中的旋转相位与成功概率和搜索步数之间的关系,并提供了任意旋转相位下成功概率和搜索步数的计算公式。第三,针对事先不知道标记项数量的情况,还给出了使用旋转相位为\(\pi /3\)的搜索引擎的具体搜索方案,理论分析表明它可以在\(O(\sqrt{N/M})\)搜索步数内找到匹配项,其中N为基态总数,M为标记状态数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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A flexible fixed-phase quantum search algorithm for searching unordered databases with any size

In order to improve the practicability of Grover’s algorithm, this paper designs a flexible phase selection strategy and an initial state construction method for an unstructured database. The flexibility of the proposed algorithm is manifested in three aspects. First, it is suitable for an unordered database of any size, unlike traditional algorithms that must be an integer power of 2. In the existing approach, one must use padding when this requirement is not met. To this end, we propose a design method for an equal quantum superposition state containing any number of basis states. Second, the rotation phase in the search engine can be fixed to any value in the interval \((0, \pi ]\). We investigate the relationship between the rotation phase in the search engine and the probability of success and the number of search steps, and provide the formulas for calculating the probability of success and the number of search steps under any rotation phase. Third, for the case where the number of marked items is not known in advance, a specific search scheme using the search engine with rotation phase of \(\pi /3\) is also given, and theoretical analysis shows that it can find a match in \(O(\sqrt{N/M})\) search steps, where N is the total number of basis states and M is the number of marked states.

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来源期刊
Journal of Computational Electronics
Journal of Computational Electronics ENGINEERING, ELECTRICAL & ELECTRONIC-PHYSICS, APPLIED
CiteScore
4.50
自引率
4.80%
发文量
142
审稿时长
>12 weeks
期刊介绍: he Journal of Computational Electronics brings together research on all aspects of modeling and simulation of modern electronics. This includes optical, electronic, mechanical, and quantum mechanical aspects, as well as research on the underlying mathematical algorithms and computational details. The related areas of energy conversion/storage and of molecular and biological systems, in which the thrust is on the charge transport, electronic, mechanical, and optical properties, are also covered. In particular, we encourage manuscripts dealing with device simulation; with optical and optoelectronic systems and photonics; with energy storage (e.g. batteries, fuel cells) and harvesting (e.g. photovoltaic), with simulation of circuits, VLSI layout, logic and architecture (based on, for example, CMOS devices, quantum-cellular automata, QBITs, or single-electron transistors); with electromagnetic simulations (such as microwave electronics and components); or with molecular and biological systems. However, in all these cases, the submitted manuscripts should explicitly address the electronic properties of the relevant systems, materials, or devices and/or present novel contributions to the physical models, computational strategies, or numerical algorithms.
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