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Mitigation of control errors in quantum annealing

Thesis (MSc)--Stellenbosch University, 2024.

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Main Author: Dlamini, Thembelihle Rose
Other Authors: Touchette, Hugo
Format: Thesis
Language:en_ZA
Published: Stellenbosch : Stellenbosch University 2024
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access_status_str Open Access
author Dlamini, Thembelihle Rose
author2 Touchette, Hugo
author_browse Dlamini, Thembelihle Rose
Touchette, Hugo
author_facet Touchette, Hugo
Dlamini, Thembelihle Rose
author_sort Dlamini, Thembelihle Rose
collection Thesis
dc_rights_str_mv Stellenbosch University
description Thesis (MSc)--Stellenbosch University, 2024.
format Thesis
id oai:scholar.sun.ac.za:10019.1/130245
institution Stellenbosch University (South Africa)
language en_ZA
last_indexed 2026-06-10T12:41:00.180Z
license_str Other — see source repository
provenance_str_mv Harvested via OAI-PMH from SUNScholar — Stellenbosch University Repository
publishDate 2024
publishDateRange 2024
publishDateSort 2024
publisher Stellenbosch : Stellenbosch University
publisherStr Stellenbosch : Stellenbosch University
record_format dspace
source_str SUNScholar — Stellenbosch University Repository
spelling oai:scholar.sun.ac.za:10019.1/130245 Mitigation of control errors in quantum annealing Dlamini, Thembelihle Rose Touchette, Hugo Sanders, Barry C. Nickelsen, Daniel Stellenbosch University. Faculty of Science. Dept. of Applied Mathematics. Quantum computing -- Mathematical models Quantum theory Quantum systems -- Mathematical models Mathematical physics UCTD Thesis (MSc)--Stellenbosch University, 2024. ENGLISH ABSTRACT: Quantum annealing is a form of quantum computing that incorporates algorithms and hardware design to solve optimization problems. Evidence suggests that quantum an- nealing can be superior to classical solvers for certain optimizations. However, quantum computers including quantum annealing devices are more susceptible to errors than clas- sical computers hence the inclusion of some form of protection against errors in quantum annealing is important to ensure scalability. In this thesis, we address the issue of control errors in the accuracy of solutions obtained via a quantum annealer through optimiza- tion of the control fields v ia t he K rotov m ethod. C ontrol fi elds op timized in th is way for a problem with known solutions can be used to mitigate control errors of a similar problem. AFRIKAANSE OPSOMMING: Geen opsomming beskikbaar. Masters 2024-02-21T12:40:22Z 2024-04-26T10:35:20Z 2024-02-21T12:40:22Z 2024-04-26T10:35:20Z 2024-03 Thesis https://scholar.sun.ac.za/handle/10019.1/130245 en_ZA Stellenbosch University x, 69 pages : illustrations application/pdf Stellenbosch : Stellenbosch University
spellingShingle Quantum computing -- Mathematical models
Quantum theory
Quantum systems -- Mathematical models
Mathematical physics
UCTD
Dlamini, Thembelihle Rose
Mitigation of control errors in quantum annealing
title Mitigation of control errors in quantum annealing
title_full Mitigation of control errors in quantum annealing
title_fullStr Mitigation of control errors in quantum annealing
title_full_unstemmed Mitigation of control errors in quantum annealing
title_short Mitigation of control errors in quantum annealing
title_sort mitigation of control errors in quantum annealing
topic Quantum computing -- Mathematical models
Quantum theory
Quantum systems -- Mathematical models
Mathematical physics
UCTD
url https://scholar.sun.ac.za/handle/10019.1/130245
work_keys_str_mv AT dlaminithembelihlerose mitigationofcontrolerrorsinquantumannealing