An analytic method to determine the optimal time for the induction phase of anesthesia

Detalhes bibliográficos
Autor(a) principal: Zaitri, Mohamed A.
Data de Publicação: 2023
Outros Autores: Silva, Cristiana J., Torres, Delfim F. M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/39372
Resumo: We obtain an analytical solution for the time-optimal control problem in the induction phase of anesthesia. Our solution is shown to align numerically with the results obtained from the conventional shooting method. The induction phase of anesthesia relies on a pharmacokinetic/pharmacodynamic (PK/PD) model proposed by Bailey and Haddad in 2005 to regulate the infusion of propofol. In order to evaluate our approach and compare it with existing results in the literature, we examine a minimum-time problem for anesthetizing a patient. By applying the Pontryagin minimum principle, we introduce the shooting method as a means to solve the problem at hand. Additionally, we conducted numerical simulations using the MATLAB computing environment. We solve the time-optimal control problem using our newly proposed analytical method and discover that the optimal continuous infusion rate of the anesthetic and the minimum required time for transition from the awake state to an anesthetized state exhibit similarity between the two methods. However, the advantage of our new analytic method lies in its independence from unknown initial conditions for the adjoint variables.
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spelling An analytic method to determine the optimal time for the induction phase of anesthesiaPharmacokinetic/pharmacodynamic modelOptimal control theoryTime-optimal control of the induction phase of anesthesiaShooting methodAnalytical methodNumerical simulationsWe obtain an analytical solution for the time-optimal control problem in the induction phase of anesthesia. Our solution is shown to align numerically with the results obtained from the conventional shooting method. The induction phase of anesthesia relies on a pharmacokinetic/pharmacodynamic (PK/PD) model proposed by Bailey and Haddad in 2005 to regulate the infusion of propofol. In order to evaluate our approach and compare it with existing results in the literature, we examine a minimum-time problem for anesthetizing a patient. By applying the Pontryagin minimum principle, we introduce the shooting method as a means to solve the problem at hand. Additionally, we conducted numerical simulations using the MATLAB computing environment. We solve the time-optimal control problem using our newly proposed analytical method and discover that the optimal continuous infusion rate of the anesthetic and the minimum required time for transition from the awake state to an anesthetized state exhibit similarity between the two methods. However, the advantage of our new analytic method lies in its independence from unknown initial conditions for the adjoint variables.MDPI2023-09-12T16:18:24Z2023-09-01T00:00:00Z2023-09info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/39372eng10.3390/axioms12090867Zaitri, Mohamed A.Silva, Cristiana J.Torres, Delfim F. M.info: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:RCAAP2024-02-22T12:16:58Zoai:ria.ua.pt:10773/39372Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:09:35.982421Repositório 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 An analytic method to determine the optimal time for the induction phase of anesthesia
title An analytic method to determine the optimal time for the induction phase of anesthesia
spellingShingle An analytic method to determine the optimal time for the induction phase of anesthesia
Zaitri, Mohamed A.
Pharmacokinetic/pharmacodynamic model
Optimal control theory
Time-optimal control of the induction phase of anesthesia
Shooting method
Analytical method
Numerical simulations
title_short An analytic method to determine the optimal time for the induction phase of anesthesia
title_full An analytic method to determine the optimal time for the induction phase of anesthesia
title_fullStr An analytic method to determine the optimal time for the induction phase of anesthesia
title_full_unstemmed An analytic method to determine the optimal time for the induction phase of anesthesia
title_sort An analytic method to determine the optimal time for the induction phase of anesthesia
author Zaitri, Mohamed A.
author_facet Zaitri, Mohamed A.
Silva, Cristiana J.
Torres, Delfim F. M.
author_role author
author2 Silva, Cristiana J.
Torres, Delfim F. M.
author2_role author
author
dc.contributor.author.fl_str_mv Zaitri, Mohamed A.
Silva, Cristiana J.
Torres, Delfim F. M.
dc.subject.por.fl_str_mv Pharmacokinetic/pharmacodynamic model
Optimal control theory
Time-optimal control of the induction phase of anesthesia
Shooting method
Analytical method
Numerical simulations
topic Pharmacokinetic/pharmacodynamic model
Optimal control theory
Time-optimal control of the induction phase of anesthesia
Shooting method
Analytical method
Numerical simulations
description We obtain an analytical solution for the time-optimal control problem in the induction phase of anesthesia. Our solution is shown to align numerically with the results obtained from the conventional shooting method. The induction phase of anesthesia relies on a pharmacokinetic/pharmacodynamic (PK/PD) model proposed by Bailey and Haddad in 2005 to regulate the infusion of propofol. In order to evaluate our approach and compare it with existing results in the literature, we examine a minimum-time problem for anesthetizing a patient. By applying the Pontryagin minimum principle, we introduce the shooting method as a means to solve the problem at hand. Additionally, we conducted numerical simulations using the MATLAB computing environment. We solve the time-optimal control problem using our newly proposed analytical method and discover that the optimal continuous infusion rate of the anesthetic and the minimum required time for transition from the awake state to an anesthetized state exhibit similarity between the two methods. However, the advantage of our new analytic method lies in its independence from unknown initial conditions for the adjoint variables.
publishDate 2023
dc.date.none.fl_str_mv 2023-09-12T16:18:24Z
2023-09-01T00:00:00Z
2023-09
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/39372
url http://hdl.handle.net/10773/39372
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.3390/axioms12090867
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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