Natural Evolutionary Gradient Descent Strategy for Variational Quantum Algorithms
Recent research has demonstrated that parametric quantum circuits (PQCs) are affected by gradients that progressively vanish to zero as a function of the number of qubits. We show that using a combination of gradient-free natural evolutionary strategy and gradient descent can mitigate the possibilit...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
American Association for the Advancement of Science (AAAS)
2023-01-01
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| Series: | Intelligent Computing |
| Online Access: | https://spj.science.org/doi/10.34133/icomputing.0042 |