Using Machine Learning for Quantum Annealing Accuracy Prediction

Quantum annealers, such as the device built by D-Wave Systems, Inc., offer a way to compute solutions of NP-hard problems that can be expressed in Ising or quadratic unconstrained binary optimization (QUBO) form. Although such solutions are typically of very high quality, problem instances are usual...

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Bibliographic Details
Main Authors: Aaron Barbosa, Elijah Pelofske, Georg Hahn, Hristo N. Djidjev
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/14/6/187