Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers

Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers

Combinatorial optimization on near-term quantum devices is a promising path to demonstrating quantum advantage. However, the capabilities of these devices are constrained by high noise or error rates. In this article, inspired by the variational quantum eigensolver (VQE), we propose an iterative lay...

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Bibliographic Details
Main Authors: Xiaoyuan Liu, Anthony Angone, Ruslan Shaydulin, Ilya Safro, Yuri Alexeev, Lukasz Cincio
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Quantum Engineering
Subjects:
Combinatorial optimization
hybrid quantum-classical algorithm
quantum optimization
Online Access:https://ieeexplore.ieee.org/document/9669165/

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