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Efficiency of quantum vs. classical annealing in nonconvex learning problems
Quantum annealers aim at solving nonconvex optimization problems by exploiting cooperative tunneling effects to escape local minima. The underlying idea consists of designing a classical energy function whose ground states are the sought optimal solutions of the original optimization problem and add...
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| Veröffentlicht in: | Proc Natl Acad Sci U S A |
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| Hauptverfasser: | , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
National Academy of Sciences
2018
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5816144/ https://ncbi.nlm.nih.gov/pubmed/29382764 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1711456115 |
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