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Automatic depth optimization for a quantum approximate optimization algorithm

Published in Physical review. A/Physical review, A • Mar 21, 2022
NobleIDNI7P64W51R48S91
Authors:
Yu Pan
,
Yifan Tong
,
Yi Yang

Abstract

Quantum approximate optimization algorithm (QAOA) is a hybrid algorithm whose control parameters are classically optimized. In addition to the variational parameters, the right choice of hyperparameter is crucial for improving the performance of any optimization model. Control depth, or the number o...

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