Multiobjective approach to optimal control for a dengue transmission model

Bibliographic Details
Main Author: Denysiuk, Roman
Publication Date: 2015
Other Authors: Rodrigues, Helena Sofia, Monteiro, M. Teresa T., Costa, L., Espírito Santo, I. A. C. P., Torres, Delfim F. M.
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/1822/37064
Summary: During the last decades, the global prevalence of dengue progressed dramatically. It is a disease which is now endemic in more than one hundred countries of Africa, America, Asia and the Western Pacific. This study addresses a mathematical model for the dengue disease transmission and finding the most effective ways of controlling the disease. The model is described by a system of ordinary differential equations representing human and vector dynamics. Multiobjective optimization is applied to find the optimal control strategies, considering the simultaneous minimization of infected humans and costs due to insecticide application. The obtained results show that multiobjective optimization is an effective tool for finding the optimal control. The set of trade-off solutions encompasses a whole range of optimal scenarios, providing valuable information about the dynamics of infection transmissions. The results are discussed for different values of model parameters.
id RCAP_72de3dc0637e100143ea5f8a2e8538d3
oai_identifier_str oai:repositorium.sdum.uminho.pt:1822/37064
network_acronym_str RCAP
network_name_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository_id_str https://opendoar.ac.uk/repository/7160
spelling Multiobjective approach to optimal control for a dengue transmission modelMathematical BiosciencesDengueMathematical modelingMultiobjective optimizationOptimal controlMathematical modelingDuring the last decades, the global prevalence of dengue progressed dramatically. It is a disease which is now endemic in more than one hundred countries of Africa, America, Asia and the Western Pacific. This study addresses a mathematical model for the dengue disease transmission and finding the most effective ways of controlling the disease. The model is described by a system of ordinary differential equations representing human and vector dynamics. Multiobjective optimization is applied to find the optimal control strategies, considering the simultaneous minimization of infected humans and costs due to insecticide application. The obtained results show that multiobjective optimization is an effective tool for finding the optimal control. The set of trade-off solutions encompasses a whole range of optimal scenarios, providing valuable information about the dynamics of infection transmissions. The results are discussed for different values of model parameters.FCOMP-01-0124-FEDER-028894International Academic PressUniversidade do MinhoDenysiuk, RomanRodrigues, Helena SofiaMonteiro, M. Teresa T.Costa, L.Espírito Santo, I. A. C. P.Torres, Delfim F. M.2015-06-262015-06-26T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/37064eng2310-507010.19139/soic.v3i3.144http://www.iapress.org/index.php/soic/article/view/20150901info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-11T05:08:24Zoai:repositorium.sdum.uminho.pt:1822/37064Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T15:09:05.491069Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Multiobjective approach to optimal control for a dengue transmission model
title Multiobjective approach to optimal control for a dengue transmission model
spellingShingle Multiobjective approach to optimal control for a dengue transmission model
Denysiuk, Roman
Mathematical Biosciences
Dengue
Mathematical modeling
Multiobjective optimization
Optimal control
Mathematical modeling
title_short Multiobjective approach to optimal control for a dengue transmission model
title_full Multiobjective approach to optimal control for a dengue transmission model
title_fullStr Multiobjective approach to optimal control for a dengue transmission model
title_full_unstemmed Multiobjective approach to optimal control for a dengue transmission model
title_sort Multiobjective approach to optimal control for a dengue transmission model
author Denysiuk, Roman
author_facet Denysiuk, Roman
Rodrigues, Helena Sofia
Monteiro, M. Teresa T.
Costa, L.
Espírito Santo, I. A. C. P.
Torres, Delfim F. M.
author_role author
author2 Rodrigues, Helena Sofia
Monteiro, M. Teresa T.
Costa, L.
Espírito Santo, I. A. C. P.
Torres, Delfim F. M.
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Denysiuk, Roman
Rodrigues, Helena Sofia
Monteiro, M. Teresa T.
Costa, L.
Espírito Santo, I. A. C. P.
Torres, Delfim F. M.
dc.subject.por.fl_str_mv Mathematical Biosciences
Dengue
Mathematical modeling
Multiobjective optimization
Optimal control
Mathematical modeling
topic Mathematical Biosciences
Dengue
Mathematical modeling
Multiobjective optimization
Optimal control
Mathematical modeling
description During the last decades, the global prevalence of dengue progressed dramatically. It is a disease which is now endemic in more than one hundred countries of Africa, America, Asia and the Western Pacific. This study addresses a mathematical model for the dengue disease transmission and finding the most effective ways of controlling the disease. The model is described by a system of ordinary differential equations representing human and vector dynamics. Multiobjective optimization is applied to find the optimal control strategies, considering the simultaneous minimization of infected humans and costs due to insecticide application. The obtained results show that multiobjective optimization is an effective tool for finding the optimal control. The set of trade-off solutions encompasses a whole range of optimal scenarios, providing valuable information about the dynamics of infection transmissions. The results are discussed for different values of model parameters.
publishDate 2015
dc.date.none.fl_str_mv 2015-06-26
2015-06-26T00:00:00Z
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/1822/37064
url http://hdl.handle.net/1822/37064
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2310-5070
10.19139/soic.v3i3.144
http://www.iapress.org/index.php/soic/article/view/20150901
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv International Academic Press
publisher.none.fl_str_mv International Academic Press
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
_version_ 1833595131842789376