Caminhadas quânticas em tempo discreto em rede pequeno mundo

Detalhes bibliográficos
Autor(a) principal: Ximenes, Jefferson José
Data de Publicação: 2020
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFS
Texto Completo: http://ri.ufs.br/jspui/handle/riufs/15899
Resumo: The quantum walks, besides being naturally used in the modeling of systems of this scale, has been widely used in the building quantum algorithms. In the last, both its formulation in continuous and discrete time, in some cases, presents better performance when compared to algorithms that use classical random walk. Among these formulations, the literature has highlighted the use of quantum walk in discrete time, in particular, its applicability in complex networks. The small world network is part of this type of structure. In this work, the discrete time quantum walk on this network is presented, analyzing the behavior of the probability distribution with the variation of the parameters q, which determines the topology of the network, and k, which defines the neighborhood closest to the vertex. A formalism is defined that describes this dynamic, allowing to numerically simulate the walk. The evolution of the probability distributions versus parameters reveals its tendency to spread, towards uniformity. Between this transition, there is a regime different from the characteristic ballistic behavior in a circular network. There is an attempt to determine a law of scale to describe this evolution, working only for a small range of parameters.
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spelling Ximenes, Jefferson JoséSouza, André Maurício Conceição de2022-06-20T18:36:08Z2022-06-20T18:36:08Z2020-02-28XIMENES, Jefferson José. Caminhadas quânticas em tempo discreto em rede pequeno mundo. 2020. 62 f. Dissertação (Mestrado em Física) - Universidade Federal de Sergipe, São Cristóvão, 2020.http://ri.ufs.br/jspui/handle/riufs/15899The quantum walks, besides being naturally used in the modeling of systems of this scale, has been widely used in the building quantum algorithms. In the last, both its formulation in continuous and discrete time, in some cases, presents better performance when compared to algorithms that use classical random walk. Among these formulations, the literature has highlighted the use of quantum walk in discrete time, in particular, its applicability in complex networks. The small world network is part of this type of structure. In this work, the discrete time quantum walk on this network is presented, analyzing the behavior of the probability distribution with the variation of the parameters q, which determines the topology of the network, and k, which defines the neighborhood closest to the vertex. A formalism is defined that describes this dynamic, allowing to numerically simulate the walk. The evolution of the probability distributions versus parameters reveals its tendency to spread, towards uniformity. Between this transition, there is a regime different from the characteristic ballistic behavior in a circular network. There is an attempt to determine a law of scale to describe this evolution, working only for a small range of parameters.O caminho aleatório quântico, além de ser naturalmente utilizado na modelagem de sistemas desta escala, tem sido amplamente empregado na construção de algorítimos quânticos. Neste último, tanto sua formulação em tempo contínuo quanto em discreto, em alguns casos apresentam melhor desempenho quando comparados a algoritmos que usam caminho aleatório clássico. Dentre essas formulações, a literatura tem dado destaque ao uso da caminhada quântica em tempo discreto, em especial, sua aplicabilidade em redes complexas. A rede pequeno mundo faz parte desse tipo de estrutura. Neste trabalho, é apresentado a caminhada quântica em tempo discreto sobre esta rede, analisando o comportamento da distribuição de probabilidade com a variação dos parâmetros q, que determina a topologia da rede, e k, que define a vizinhança mais próxima do vértice. É definido um formalismo que descreve esta dinâmica, permitindo simular numericamente a caminhada. A evolução das distribuições de probabilidade em função dos parâmetros revelam sua tendência de espalhamento, em direção a uniformidade. Entre essa transição, encontra-se um regime diferentemente do característico comportamento balístico em uma rede circular. Há uma tentativa de determinar uma lei de escala para descrever essa evolução, funcionando apenas para um pequeno intervalo dos parâmetros.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESSão CristóvãoporCaminhadas quânticasTempo discretoRede pequeno mundoQuantum walkerDiscrete timeSmall world networkCaminhadas quânticas em tempo discreto em rede pequeno mundoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisPós-Graduação em FísicaUFSreponame:Repositório Institucional da UFSinstname:Universidade Federal de Sergipe (UFS)instacron:UFSinfo:eu-repo/semantics/openAccessORIGINALJEFFERSON_JOSE_XIMENES.pdfJEFFERSON_JOSE_XIMENES.pdfapplication/pdf2888843https://ri.ufs.br/jspui/bitstream/riufs/15899/2/JEFFERSON_JOSE_XIMENES.pdf9447570e56c49a2460aff2b2eca92376MD52TEXTJEFFERSON_JOSE_XIMENES.pdf.txtJEFFERSON_JOSE_XIMENES.pdf.txtExtracted texttext/plain71983https://ri.ufs.br/jspui/bitstream/riufs/15899/3/JEFFERSON_JOSE_XIMENES.pdf.txta0529f156890ca2929e12e0ba64056f5MD53THUMBNAILJEFFERSON_JOSE_XIMENES.pdf.jpgJEFFERSON_JOSE_XIMENES.pdf.jpgGenerated Thumbnailimage/jpeg1136https://ri.ufs.br/jspui/bitstream/riufs/15899/4/JEFFERSON_JOSE_XIMENES.pdf.jpg7cd8dab273f3a211d27755c464cec188MD54LICENSElicense.txtlicense.txttext/plain; charset=utf-81475https://ri.ufs.br/jspui/bitstream/riufs/15899/1/license.txt098cbbf65c2c15e1fb2e49c5d306a44cMD51riufs/158992022-06-20 15:36:08.534oai:ufs.br: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Repositório InstitucionalPUBhttps://ri.ufs.br/oai/requestrepositorio@academico.ufs.bropendoar:2022-06-20T18:36:08Repositório Institucional da UFS - Universidade Federal de Sergipe (UFS)false
dc.title.pt_BR.fl_str_mv Caminhadas quânticas em tempo discreto em rede pequeno mundo
title Caminhadas quânticas em tempo discreto em rede pequeno mundo
spellingShingle Caminhadas quânticas em tempo discreto em rede pequeno mundo
Ximenes, Jefferson José
Caminhadas quânticas
Tempo discreto
Rede pequeno mundo
Quantum walker
Discrete time
Small world network
title_short Caminhadas quânticas em tempo discreto em rede pequeno mundo
title_full Caminhadas quânticas em tempo discreto em rede pequeno mundo
title_fullStr Caminhadas quânticas em tempo discreto em rede pequeno mundo
title_full_unstemmed Caminhadas quânticas em tempo discreto em rede pequeno mundo
title_sort Caminhadas quânticas em tempo discreto em rede pequeno mundo
author Ximenes, Jefferson José
author_facet Ximenes, Jefferson José
author_role author
dc.contributor.author.fl_str_mv Ximenes, Jefferson José
dc.contributor.advisor1.fl_str_mv Souza, André Maurício Conceição de
contributor_str_mv Souza, André Maurício Conceição de
dc.subject.por.fl_str_mv Caminhadas quânticas
Tempo discreto
Rede pequeno mundo
topic Caminhadas quânticas
Tempo discreto
Rede pequeno mundo
Quantum walker
Discrete time
Small world network
dc.subject.eng.fl_str_mv Quantum walker
Discrete time
Small world network
description The quantum walks, besides being naturally used in the modeling of systems of this scale, has been widely used in the building quantum algorithms. In the last, both its formulation in continuous and discrete time, in some cases, presents better performance when compared to algorithms that use classical random walk. Among these formulations, the literature has highlighted the use of quantum walk in discrete time, in particular, its applicability in complex networks. The small world network is part of this type of structure. In this work, the discrete time quantum walk on this network is presented, analyzing the behavior of the probability distribution with the variation of the parameters q, which determines the topology of the network, and k, which defines the neighborhood closest to the vertex. A formalism is defined that describes this dynamic, allowing to numerically simulate the walk. The evolution of the probability distributions versus parameters reveals its tendency to spread, towards uniformity. Between this transition, there is a regime different from the characteristic ballistic behavior in a circular network. There is an attempt to determine a law of scale to describe this evolution, working only for a small range of parameters.
publishDate 2020
dc.date.issued.fl_str_mv 2020-02-28
dc.date.accessioned.fl_str_mv 2022-06-20T18:36:08Z
dc.date.available.fl_str_mv 2022-06-20T18:36:08Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.citation.fl_str_mv XIMENES, Jefferson José. Caminhadas quânticas em tempo discreto em rede pequeno mundo. 2020. 62 f. Dissertação (Mestrado em Física) - Universidade Federal de Sergipe, São Cristóvão, 2020.
dc.identifier.uri.fl_str_mv http://ri.ufs.br/jspui/handle/riufs/15899
identifier_str_mv XIMENES, Jefferson José. Caminhadas quânticas em tempo discreto em rede pequeno mundo. 2020. 62 f. Dissertação (Mestrado em Física) - Universidade Federal de Sergipe, São Cristóvão, 2020.
url http://ri.ufs.br/jspui/handle/riufs/15899
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