Multiobjective approach to optimal control for a dengue transmission model
| Main Author: | |
|---|---|
| Publication Date: | 2015 |
| Other Authors: | , , , , |
| 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. |
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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 |
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2015-06-26 2015-06-26T00:00:00Z |
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info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/article |
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article |
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publishedVersion |
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http://hdl.handle.net/1822/37064 |
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http://hdl.handle.net/1822/37064 |
| dc.language.iso.fl_str_mv |
eng |
| language |
eng |
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2310-5070 10.19139/soic.v3i3.144 http://www.iapress.org/index.php/soic/article/view/20150901 |
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openAccess |
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application/pdf |
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International Academic Press |
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International Academic Press |
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