Quantum annealing for nearest neighbour compliance problem

被引:0
作者
Mueller, Sven [1 ]
Phillipson, Frank [1 ,2 ]
机构
[1] Maastricht Univ, Sch Business & Econ, Minderbroedersberg 4, NL-6211 LK Maastricht, Netherlands
[2] TNO, Appl Cryptog & Quantum Algorithms, Anna van Buerenpl 1, NL-2595 DA The Hague, Netherlands
关键词
Nearest neighbour compliance problem; Gate-based quantum computers; Quantum annealing; SWAP optimisation; OPTIMIZATION; CIRCUITS; MECHANICS; 1D;
D O I
10.1038/s41598-024-73882-y
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Quantum Computing has emerged as a promising alternative, utilising quantum mechanics for faster computations. This paper explores the nearest neighbour compliance (NNC) Problem in Gate-based Quantum Computers, where quantum gates are constrained to operate on physically adjacent qubits. The NNC problem aims to optimise the insertion of SWAP-gates to ensure compliance with these constraints while minimising their count. This work introduces Quantum Annealing to tackle the NNC problem, proposing two Quadratic Unconstrained Optimisation Problem formulations. The formulations are tested on a contemporary Quantum Annealer, and their performance is compared with previous methods. It shows that the prospect of using Quantum Annealing is promising, however, the current state of the hardware makes that finding the embedding is the limiting factor.
引用
收藏
页数:15
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