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

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

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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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Bibliographic Details
Main Authors: Benjamin Krakoff, Susan M Mniszewski, Christian F A Negre
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0267954

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