Similarity-based parameter transferability in the quantum approximate optimization algorithm

The quantum approximate optimization algorithm (QAOA) is one of the most promising candidates for achieving quantum advantage through quantum-enhanced combinatorial optimization. A near-optimal solution to the combinatorial optimization problem is achieved by preparing a quantum state through the op...

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Bibliographic Details
Main Authors: Alexey Galda, Eesh Gupta, Jose Falla, Xiaoyuan Liu, Danylo Lykov, Yuri Alexeev, Ilya Safro
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Quantum Science and Technology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frqst.2023.1200975/full