Bayesian Optimization for QAOA

The quantum approximate optimization algorithm (QAOA) adopts a hybrid quantum-classical approach to find approximate solutions to variational optimization problems. In fact, it relies on a classical subroutine to optimize the parameters of a quantum circuit. In this article, we present a Bayesian op...

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Bibliographic Details
Main Authors: Simone Tibaldi, Davide Vodola, Edoardo Tignone, Elisa Ercolessi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Quantum Engineering
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10286414/