The Dubovitskii and Milyutin Methodology Applied to an Optimal Control Problem Originating in an Ecological System
We research a control problem for an ecological model given by a reaction–diffusion system. The ecological model is given by a nonlinear parabolic PDE system of three equations modelling the interaction of three species by considering the standard Lotka-Volterra assumptions. The optimal control prob...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-02-01
|
Series: | Mathematics |
Subjects: | |
Online Access: | https://www.mdpi.com/2227-7390/9/5/479 |
id |
doaj-7ee6f23501cb4d348f50aef4fd064761 |
---|---|
record_format |
Article |
spelling |
doaj-7ee6f23501cb4d348f50aef4fd0647612021-02-27T00:02:08ZengMDPI AGMathematics2227-73902021-02-01947947910.3390/math9050479The Dubovitskii and Milyutin Methodology Applied to an Optimal Control Problem Originating in an Ecological SystemAníbal Coronel0Fernando Huancas1Esperanza Lozada2Marko Rojas-Medar3Departamento de Ciencias Básicas, Facultad de Ciencias, Campus Fernando May, Universidad del Bío-Bío, Chillán 3780000, ChileDepartamento de Matemática, Facultad de Ciencias Naturales, Matemáticas y del Medio Ambiente, Universidad Tecnológica Metropolitana, Las Palmeras No. 3360, Ñuñoa-Santiago 7750000, ChileDepartamento de Ciencias Básicas, Facultad de Ciencias, Campus Fernando May, Universidad del Bío-Bío, Chillán 3780000, ChileInstituto de Alta Investigación Matemática, Departamento de Matemática, Universidad de Tarapacá, Arica 1000000, ChileWe research a control problem for an ecological model given by a reaction–diffusion system. The ecological model is given by a nonlinear parabolic PDE system of three equations modelling the interaction of three species by considering the standard Lotka-Volterra assumptions. The optimal control problem consists of the determination of a coefficient such that the population density of predator decreases. We reformulate the control problem as an optimal control problem by introducing an appropriate cost function. Then, we introduce and prove three types of results. A first contribution of the paper is the well-posedness framework of the mathematical model by considering that the interaction of the species is given by a general functional responses. Second, we study the differentiability properties of a cost function. The third result is the existence of optimal solutions, the existence of an adjoint state, and a characterization of the control function. The first result is proved by the application of semigroup theory and the second and third result are proved by the application of Dubovitskii and Milyutin formalism.https://www.mdpi.com/2227-7390/9/5/479differential equationsteachingmathematical modellingsolving problem |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Aníbal Coronel Fernando Huancas Esperanza Lozada Marko Rojas-Medar |
spellingShingle |
Aníbal Coronel Fernando Huancas Esperanza Lozada Marko Rojas-Medar The Dubovitskii and Milyutin Methodology Applied to an Optimal Control Problem Originating in an Ecological System Mathematics differential equations teaching mathematical modelling solving problem |
author_facet |
Aníbal Coronel Fernando Huancas Esperanza Lozada Marko Rojas-Medar |
author_sort |
Aníbal Coronel |
title |
The Dubovitskii and Milyutin Methodology Applied to an Optimal Control Problem Originating in an Ecological System |
title_short |
The Dubovitskii and Milyutin Methodology Applied to an Optimal Control Problem Originating in an Ecological System |
title_full |
The Dubovitskii and Milyutin Methodology Applied to an Optimal Control Problem Originating in an Ecological System |
title_fullStr |
The Dubovitskii and Milyutin Methodology Applied to an Optimal Control Problem Originating in an Ecological System |
title_full_unstemmed |
The Dubovitskii and Milyutin Methodology Applied to an Optimal Control Problem Originating in an Ecological System |
title_sort |
dubovitskii and milyutin methodology applied to an optimal control problem originating in an ecological system |
publisher |
MDPI AG |
series |
Mathematics |
issn |
2227-7390 |
publishDate |
2021-02-01 |
description |
We research a control problem for an ecological model given by a reaction–diffusion system. The ecological model is given by a nonlinear parabolic PDE system of three equations modelling the interaction of three species by considering the standard Lotka-Volterra assumptions. The optimal control problem consists of the determination of a coefficient such that the population density of predator decreases. We reformulate the control problem as an optimal control problem by introducing an appropriate cost function. Then, we introduce and prove three types of results. A first contribution of the paper is the well-posedness framework of the mathematical model by considering that the interaction of the species is given by a general functional responses. Second, we study the differentiability properties of a cost function. The third result is the existence of optimal solutions, the existence of an adjoint state, and a characterization of the control function. The first result is proved by the application of semigroup theory and the second and third result are proved by the application of Dubovitskii and Milyutin formalism. |
topic |
differential equations teaching mathematical modelling solving problem |
url |
https://www.mdpi.com/2227-7390/9/5/479 |
work_keys_str_mv |
AT anibalcoronel thedubovitskiiandmilyutinmethodologyappliedtoanoptimalcontrolproblemoriginatinginanecologicalsystem AT fernandohuancas thedubovitskiiandmilyutinmethodologyappliedtoanoptimalcontrolproblemoriginatinginanecologicalsystem AT esperanzalozada thedubovitskiiandmilyutinmethodologyappliedtoanoptimalcontrolproblemoriginatinginanecologicalsystem AT markorojasmedar thedubovitskiiandmilyutinmethodologyappliedtoanoptimalcontrolproblemoriginatinginanecologicalsystem AT anibalcoronel dubovitskiiandmilyutinmethodologyappliedtoanoptimalcontrolproblemoriginatinginanecologicalsystem AT fernandohuancas dubovitskiiandmilyutinmethodologyappliedtoanoptimalcontrolproblemoriginatinginanecologicalsystem AT esperanzalozada dubovitskiiandmilyutinmethodologyappliedtoanoptimalcontrolproblemoriginatinginanecologicalsystem AT markorojasmedar dubovitskiiandmilyutinmethodologyappliedtoanoptimalcontrolproblemoriginatinginanecologicalsystem |
_version_ |
1724248829560094720 |