Stochastic differential equations harvesting policies: Allee effects, logistic-like growth and profit optimization

Detalhes bibliográficos
Autor(a) principal: Brites, Nuno
Data de Publicação: 2020
Outros Autores: Braumann, Carlos
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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spelling 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
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