Optimal solution of the fractional order breast cancer competition model

Detalhes bibliográficos
Autor(a) principal: Hassani, H.
Data de Publicação: 2021
Outros Autores: Machado, J. A. Tenreiro, Avazzadeh, Z., Safari, E., Mehrabi, S.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.22/18629
Resumo: In this article, a fractional order breast cancer competition model (F-BCCM) under the Caputo fractional derivative is analyzed. A new set of basis functions, namely the generalized shifted Legendre polynomials, is proposed to deal with the solutions of F-BCCM. The F-BCCM describes the dynamics involving a variety of cancer factors, such as the stem, tumor and healthy cells, as well as the effects of excess estrogen and the body’s natural immune response on the cell populations. After combining the operational matrices with the Lagrange multipliers technique we obtain an optimization method for solving the F-BCCM whose convergence is investigated. Several examples show that a few number of basis functions lead to the satisfactory results. In fact, numerical experiments not only confirm the accuracy but also the practicability and computational efficiency of the devised technique.
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spelling Optimal solution of the fractional order breast cancer competition modelFractional order breast cancer competition modelCaputo fractional derivativeF-BCCMIn this article, a fractional order breast cancer competition model (F-BCCM) under the Caputo fractional derivative is analyzed. A new set of basis functions, namely the generalized shifted Legendre polynomials, is proposed to deal with the solutions of F-BCCM. The F-BCCM describes the dynamics involving a variety of cancer factors, such as the stem, tumor and healthy cells, as well as the effects of excess estrogen and the body’s natural immune response on the cell populations. After combining the operational matrices with the Lagrange multipliers technique we obtain an optimization method for solving the F-BCCM whose convergence is investigated. Several examples show that a few number of basis functions lead to the satisfactory results. In fact, numerical experiments not only confirm the accuracy but also the practicability and computational efficiency of the devised technique.NatureRepositório Científico do Instituto Politécnico do PortoHassani, H.Machado, J. A. TenreiroAvazzadeh, Z.Safari, E.Mehrabi, S.2021-09-29T14:54:16Z20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/18629eng10.1038/s41598-021-94875-1info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-13T13:10:43Zoai:recipp.ipp.pt:10400.22/18629Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:38:10.895857Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Optimal solution of the fractional order breast cancer competition model
title Optimal solution of the fractional order breast cancer competition model
spellingShingle Optimal solution of the fractional order breast cancer competition model
Hassani, H.
Fractional order breast cancer competition model
Caputo fractional derivative
F-BCCM
title_short Optimal solution of the fractional order breast cancer competition model
title_full Optimal solution of the fractional order breast cancer competition model
title_fullStr Optimal solution of the fractional order breast cancer competition model
title_full_unstemmed Optimal solution of the fractional order breast cancer competition model
title_sort Optimal solution of the fractional order breast cancer competition model
author Hassani, H.
author_facet Hassani, H.
Machado, J. A. Tenreiro
Avazzadeh, Z.
Safari, E.
Mehrabi, S.
author_role author
author2 Machado, J. A. Tenreiro
Avazzadeh, Z.
Safari, E.
Mehrabi, S.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico do Porto
dc.contributor.author.fl_str_mv Hassani, H.
Machado, J. A. Tenreiro
Avazzadeh, Z.
Safari, E.
Mehrabi, S.
dc.subject.por.fl_str_mv Fractional order breast cancer competition model
Caputo fractional derivative
F-BCCM
topic Fractional order breast cancer competition model
Caputo fractional derivative
F-BCCM
description In this article, a fractional order breast cancer competition model (F-BCCM) under the Caputo fractional derivative is analyzed. A new set of basis functions, namely the generalized shifted Legendre polynomials, is proposed to deal with the solutions of F-BCCM. The F-BCCM describes the dynamics involving a variety of cancer factors, such as the stem, tumor and healthy cells, as well as the effects of excess estrogen and the body’s natural immune response on the cell populations. After combining the operational matrices with the Lagrange multipliers technique we obtain an optimization method for solving the F-BCCM whose convergence is investigated. Several examples show that a few number of basis functions lead to the satisfactory results. In fact, numerical experiments not only confirm the accuracy but also the practicability and computational efficiency of the devised technique.
publishDate 2021
dc.date.none.fl_str_mv 2021-09-29T14:54:16Z
2021
2021-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.22/18629
url http://hdl.handle.net/10400.22/18629
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1038/s41598-021-94875-1
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dc.publisher.none.fl_str_mv Nature
publisher.none.fl_str_mv Nature
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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