Natural evolutionary strategies for variational quantum computation
Natural evolutionary strategies (NES) are a family of gradient-free black-box optimization algorithms. This study illustrates their use for the optimization of randomly initialized parameterized quantum circuits (PQCs) in the region of vanishing gradients. We show that using the NES gradient estimat...
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| Published in: | Machine learning: science and technology Vol. 2; no. 4; p. 45012 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
United Kingdom
IOP Publishing
01.12.2021
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| ISSN: | 2632-2153, 2632-2153 |
| Online Access: | Get full text |
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