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Controlled precision QUBO-based algorithm to compute eigenvectors of symmetric matrices

We describe an algorithm to compute the extremal eigenvalues and corresponding eigenvectors of a symmetric matrix which is based on solving a sequence of Quadratic Binary Optimization problems. This algorithm is robust across many different classes of symmetric matrices; It can compute the eigenvect...

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Detalles Bibliográficos
Autores principales: Krakoff, Benjamin, Mniszewski, Susan M., Negre, Christian F. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9084526/
https://www.ncbi.nlm.nih.gov/pubmed/35533179
http://dx.doi.org/10.1371/journal.pone.0267954