Graph neural network initialisation of quantum approximate optimisation
Approximate combinatorial optimisation has emerged as one of the most promising application areas for quantum computers, particularly those in the near term. In this work, we focus on the quantum approximate optimisation algorithm (QAOA) for solving the MaxCut problem. Specifically, we address two p...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften
2022-11-01
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| Series: | Quantum |
| Online Access: | https://quantum-journal.org/papers/q-2022-11-17-861/pdf/ |