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用于变量最大可满足性的量子算法

Quantum Algorithm for Variant Maximum Satisfiability.

作者信息

Alasow Abdirahman, Jin Peter, Perkowski Marek

机构信息

Department of Electrical & Computer Engineering, Portland State University, Portland, OR 97207, USA.

出版信息

Entropy (Basel). 2022 Nov 5;24(11):1615. doi: 10.3390/e24111615.

Abstract

In this paper, we proposed a novel quantum algorithm for the maximum satisfiability problem. Satisfiability (SAT) is to find the set of assignment values of input variables for the given Boolean function that evaluates this function as TRUE or prove that such satisfying values do not exist. For a POS SAT problem, we proposed a novel quantum algorithm for the maximum satisfiability (MAX-SAT), which returns the maximum number of OR terms that are satisfied for the SAT-unsatisfiable function, providing us with information on how far the given Boolean function is from the SAT satisfaction. We used Grover's algorithm with a new block called quantum counter in the oracle circuit. The proposed circuit can be adapted for various forms of satisfiability expressions and several satisfiability-like problems. Using the quantum counter and mirrors for SAT terms reduces the need for ancilla qubits and realizes a large Toffoli gate that is then not needed. Our circuit reduces the number of ancilla qubits for the terms of the Boolean function from of ancilla qubits to ≈⌈log⁡T⌉+1. We analyzed and compared the quantum cost of the traditional oracle design with our design which gives a low quantum cost.

摘要

在本文中,我们针对最大可满足性问题提出了一种新颖的量子算法。可满足性(SAT)问题是要为给定的布尔函数找到能使其求值为真的输入变量赋值集,或者证明不存在这样的满足值。对于一个积项和范式(POS)的SAT问题,我们针对最大可满足性(MAX - SAT)提出了一种新颖的量子算法,该算法返回对于不可满足的SAT函数满足的或项的最大数量,为我们提供关于给定布尔函数离可满足性有多远的信息。我们在预言机电路中使用了带有一个名为量子计数器的新模块的格罗弗算法。所提出的电路可适用于各种形式的可满足性表达式以及几个类似可满足性的问题。使用量子计数器和针对SAT项的镜像减少了辅助量子比特的需求,并且实现了一个之后不再需要的大型托佛利门。我们的电路将布尔函数项所需的辅助量子比特数量从[具体数量]减少到了≈⌈log⁡T⌉ + 1。我们分析并比较了传统预言机设计与我们设计的量子代价,我们的设计具有较低的量子代价。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d23c/9689672/e55b017a642f/entropy-24-01615-g001.jpg

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