Quantum annealing for nearest neighbour compliance problem

Sven Müller, Frank Phillipson

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

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.
Original languageEnglish
Article number23340
JournalScientific Reports
Volume14
Issue number1
DOIs
Publication statusPublished - Dec 2024

Keywords

  • Gate-based quantum computers
  • Nearest neighbour compliance problem
  • Quantum annealing
  • SWAP optimisation

Fingerprint

Dive into the research topics of 'Quantum annealing for nearest neighbour compliance problem'. Together they form a unique fingerprint.

Cite this