Quantum Most-Significant Digit-First Addition

He Li, Hongxiang Fan, Jiawei Liang
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引用次数: 2

Abstract

In recent years, quantum computers have attracted extensive research interests due to their potential capability of solving problems which are not easily solvable using classical computers. In parallel to the constant research aiming at the physical implementation of quantum processors, there is another branch of research developing quantum algorithms for real-life applications, many of which need to perform arithmetic operations. As one of the most important operations, quantum addition has been adopted in Shor's algorithm, quantum linear algebra algorithms and various quantum machine learning applications. Since precision is always a non-trivial issue to determine during the computation, most-significant digit-first quantum addition can be a fundamental operation for variable precision computing. Therefore, this paper proposes the first quantum adder circuit that is able to compute from the most-significant digits, which demonstrates the advantages over the state-of-the-art quantum adders requiring carry propagation to produce results from least-significant digits. We first present a review of quantum addition circuits design, and then propose a novel method to implement quantum most-significant digit-first adders. Scalability and quantitative comparisons for different quantum full adder, quantum carry-ripple adder and quantum most-significant digit-first adder circuits have been investigated, where all circuits are implemented on IBM Qiskit SDK.
量子最高有效数字优先加法
近年来,量子计算机因其解决经典计算机难以解决的问题的潜在能力而引起了广泛的研究兴趣。与针对量子处理器物理实现的持续研究并行,还有另一个研究分支开发用于现实应用的量子算法,其中许多需要执行算术运算。量子加法作为最重要的运算之一,被应用于肖尔算法、量子线性代数算法以及各种量子机器学习应用中。由于精度一直是计算过程中需要确定的一个重要问题,因此最高有效位优先量子加法可以作为可变精度计算的基本操作。因此,本文提出了第一个能够从最高有效数字进行计算的量子加法器电路,这表明了与需要进位传播才能从最低有效数字产生结果的最先进量子加法器相比的优势。我们首先回顾了量子加法电路的设计,然后提出了一种实现量子最高有效位优先加法器的新方法。研究了不同量子全加法器、量子携带纹波加法器和量子最高有效数字优先加法器电路的可扩展性和定量比较,其中所有电路都在IBM Qiskit SDK上实现。
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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