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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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Detalles Bibliográficos
Autores principales: Baldassi, Carlo, Zecchina, Riccardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5816144/
https://www.ncbi.nlm.nih.gov/pubmed/29382764
http://dx.doi.org/10.1073/pnas.1711456115

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