Quantum annealing algorithms for Boolean tensor networks

Quantum annealers manufactured by D-Wave Systems, Inc., are computational devices capable of finding high-quality heuristic solutions of NP-hard problems. In this contribution, we explore the potential and effectiveness of such quantum annealers for computing Boolean tensor networks. Tensors offer a...

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Bibliographic Details
Published in:	Scientific reports Vol. 12; no. 1; pp. 8539 - 19
Main Authors:	Pelofske, Elijah, Hahn, Georg, O’Malley, Daniel, Djidjev, Hristo N., Alexandrov, Boian S.
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 20.05.2022 Nature Publishing Group Nature Portfolio
Subjects:	639/705/117 639/705/794 639/766/483/2802 639/766/483/481 Algorithms Boolean Computer applications Computer science D-Wave Decomposition Humanities and Social Sciences MATHEMATICS AND COMPUTING multidisciplinary Parallel quantum annealing Quantum annealing Quantum information Qubits Science Science (multidisciplinary) Software Tensor networks Tensor train Tucker Tucker decomposition
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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