Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10174/28526 https://doi.org/Brites, NM, Braumann, CA. Stochastic differential equations harvesting policies: Allee effects, logistic‐like growth and profit optimization. Appl Stochastic Models Bus Ind. 2020; 36: 825– 835. https://doi.org/10.1002/asmb.2532 |
Resumo: | In this article, stochastic differential equations are used to model the dynamics of a harvested population in the presence of weak Allee effects. Two optimal harvesting policies are presented, one with variable effort based on optimal control theory,which is for practical reasons inapplicable in a random environment, and the otherwith constant effort and easily applicable. For a logistic-like model with weak Allee effects, we show that the optimal policy based on constant effort implies, in a suitable range of effort values, the existence of a steady-state stochastic equilibrium with a stationary density, obtained explicitly here, for the population size.With this new result, we compare the performance of both policies in terms of the profit obtained over a finite time horizon. Using realistic data from a harvested population and a logistic-type growth model, we quantify the profit reduction when choosing the optimal policy based on constant effort instead of the optimal policy based on variable effort.We also study the influence of the Allee effects strength. |
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Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimizationFisheries managementStochastic differential equationsIn this article, stochastic differential equations are used to model the dynamics of a harvested population in the presence of weak Allee effects. Two optimal harvesting policies are presented, one with variable effort based on optimal control theory,which is for practical reasons inapplicable in a random environment, and the otherwith constant effort and easily applicable. For a logistic-like model with weak Allee effects, we show that the optimal policy based on constant effort implies, in a suitable range of effort values, the existence of a steady-state stochastic equilibrium with a stationary density, obtained explicitly here, for the population size.With this new result, we compare the performance of both policies in terms of the profit obtained over a finite time horizon. Using realistic data from a harvested population and a logistic-type growth model, we quantify the profit reduction when choosing the optimal policy based on constant effort instead of the optimal policy based on variable effort.We also study the influence of the Allee effects strength.John Wiley & Sons, Ltd2020-12-04T10:10:46Z2020-12-042020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/28526https://doi.org/Brites, NM, Braumann, CA. Stochastic differential equations harvesting policies: Allee effects, logistic‐like growth and profit optimization. Appl Stochastic Models Bus Ind. 2020; 36: 825– 835. https://doi.org/10.1002/asmb.2532http://hdl.handle.net/10174/28526porMATnbrites@iseg.ulisboa.ptbraumann@uevora.pt340DOI: 10.1002/asmb.2532Brites, NunoBraumann, Carlosinfo:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:23:49Zoai:dspace.uevora.pt:10174/28526Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:17:55.081448Repositório 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 |
Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization |
title |
Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization |
spellingShingle |
Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization Brites, Nuno Fisheries management Stochastic differential equations |
title_short |
Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization |
title_full |
Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization |
title_fullStr |
Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization |
title_full_unstemmed |
Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization |
title_sort |
Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization |
author |
Brites, Nuno |
author_facet |
Brites, Nuno Braumann, Carlos |
author_role |
author |
author2 |
Braumann, Carlos |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Brites, Nuno Braumann, Carlos |
dc.subject.por.fl_str_mv |
Fisheries management Stochastic differential equations |
topic |
Fisheries management Stochastic differential equations |
description |
In this article, stochastic differential equations are used to model the dynamics of a harvested population in the presence of weak Allee effects. Two optimal harvesting policies are presented, one with variable effort based on optimal control theory,which is for practical reasons inapplicable in a random environment, and the otherwith constant effort and easily applicable. For a logistic-like model with weak Allee effects, we show that the optimal policy based on constant effort implies, in a suitable range of effort values, the existence of a steady-state stochastic equilibrium with a stationary density, obtained explicitly here, for the population size.With this new result, we compare the performance of both policies in terms of the profit obtained over a finite time horizon. Using realistic data from a harvested population and a logistic-type growth model, we quantify the profit reduction when choosing the optimal policy based on constant effort instead of the optimal policy based on variable effort.We also study the influence of the Allee effects strength. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-12-04T10:10:46Z 2020-12-04 2020-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10174/28526 https://doi.org/Brites, NM, Braumann, CA. Stochastic differential equations harvesting policies: Allee effects, logistic‐like growth and profit optimization. Appl Stochastic Models Bus Ind. 2020; 36: 825– 835. https://doi.org/10.1002/asmb.2532 http://hdl.handle.net/10174/28526 |
url |
http://hdl.handle.net/10174/28526 https://doi.org/Brites, NM, Braumann, CA. Stochastic differential equations harvesting policies: Allee effects, logistic‐like growth and profit optimization. Appl Stochastic Models Bus Ind. 2020; 36: 825– 835. https://doi.org/10.1002/asmb.2532 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
MAT nbrites@iseg.ulisboa.pt braumann@uevora.pt 340 DOI: 10.1002/asmb.2532 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/embargoedAccess |
eu_rights_str_mv |
embargoedAccess |
dc.publisher.none.fl_str_mv |
John Wiley & Sons, Ltd |
publisher.none.fl_str_mv |
John Wiley & Sons, Ltd |
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 |
institution |
RCAAP |
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 |
repository.mail.fl_str_mv |
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1799136661003567104 |