Cargando…

A theoretical model for optimal control of banana Moko ( Musa AAB Simmonds)

A population simulation model with non-linear ordinary differential equations is presented, which interprets the dynamics of the banana Moko, with prevention of the disease and population of susceptible and infected plants over time. A crop with a variable population of plants and a logistic growth...

Descripción completa

Detalles Bibliográficos
Autores principales: Grajales Amorocho, Marly, Muñoz Loaiza, Anibal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7921884/
https://www.ncbi.nlm.nih.gov/pubmed/33732446
http://dx.doi.org/10.12688/f1000research.27373.2
_version_ 1783658562792194048
author Grajales Amorocho, Marly
Muñoz Loaiza, Anibal
author_facet Grajales Amorocho, Marly
Muñoz Loaiza, Anibal
author_sort Grajales Amorocho, Marly
collection PubMed
description A population simulation model with non-linear ordinary differential equations is presented, which interprets the dynamics of the banana Moko, with prevention of the disease and population of susceptible and infected plants over time. A crop with a variable population of plants and a logistic growth of replanting is assumed, taking into account the maximum capacity of plants in the delimited study area. Also, with the help of farmers, the costs of implementing prevention strategies and elimination of infected plants were calculated per week in order to determine the optimal conditions that control the disease and reduce production costs. We found that the implementation of prevention strategies (f) plays an important role, but the parameter that most influences the threshold value is the elimination of infected plants g .  However, to reduce production costs due to the high implementation of prevention strategies and to maintain the disease in a controlled state, both controls u (1) and u (2) should be implemented between 40% and 60%, obtaining with this percentage an approximate reduction of 51.37% in production costs per week, where in 23 weeks following the same conditions it is expected to have a healthy plantation without infected plants.
format Online
Article
Text
id pubmed-7921884
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher F1000 Research Limited
record_format MEDLINE/PubMed
spelling pubmed-79218842021-03-16 A theoretical model for optimal control of banana Moko ( Musa AAB Simmonds) Grajales Amorocho, Marly Muñoz Loaiza, Anibal F1000Res Brief Report A population simulation model with non-linear ordinary differential equations is presented, which interprets the dynamics of the banana Moko, with prevention of the disease and population of susceptible and infected plants over time. A crop with a variable population of plants and a logistic growth of replanting is assumed, taking into account the maximum capacity of plants in the delimited study area. Also, with the help of farmers, the costs of implementing prevention strategies and elimination of infected plants were calculated per week in order to determine the optimal conditions that control the disease and reduce production costs. We found that the implementation of prevention strategies (f) plays an important role, but the parameter that most influences the threshold value is the elimination of infected plants g .  However, to reduce production costs due to the high implementation of prevention strategies and to maintain the disease in a controlled state, both controls u (1) and u (2) should be implemented between 40% and 60%, obtaining with this percentage an approximate reduction of 51.37% in production costs per week, where in 23 weeks following the same conditions it is expected to have a healthy plantation without infected plants. F1000 Research Limited 2021-02-19 /pmc/articles/PMC7921884/ /pubmed/33732446 http://dx.doi.org/10.12688/f1000research.27373.2 Text en Copyright: © 2021 Grajales Amorocho M and Muñoz Loaiza A http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Brief Report
Grajales Amorocho, Marly
Muñoz Loaiza, Anibal
A theoretical model for optimal control of banana Moko ( Musa AAB Simmonds)
title A theoretical model for optimal control of banana Moko ( Musa AAB Simmonds)
title_full A theoretical model for optimal control of banana Moko ( Musa AAB Simmonds)
title_fullStr A theoretical model for optimal control of banana Moko ( Musa AAB Simmonds)
title_full_unstemmed A theoretical model for optimal control of banana Moko ( Musa AAB Simmonds)
title_short A theoretical model for optimal control of banana Moko ( Musa AAB Simmonds)
title_sort theoretical model for optimal control of banana moko ( musa aab simmonds)
topic Brief Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7921884/
https://www.ncbi.nlm.nih.gov/pubmed/33732446
http://dx.doi.org/10.12688/f1000research.27373.2
work_keys_str_mv AT grajalesamorochomarly atheoreticalmodelforoptimalcontrolofbananamokomusaaabsimmonds
AT munozloaizaanibal atheoreticalmodelforoptimalcontrolofbananamokomusaaabsimmonds
AT grajalesamorochomarly theoreticalmodelforoptimalcontrolofbananamokomusaaabsimmonds
AT munozloaizaanibal theoreticalmodelforoptimalcontrolofbananamokomusaaabsimmonds