Simulation of diets for dairy goats and growing doelings using nonlinear optimization procedures

Detalhes bibliográficos
Autor(a) principal: Glória, Leonardo Siqueira
Data de Publicação: 2016
Outros Autores: Abreu, Matheus Lima Corrêa, Rocha, Norberto Silva, Oliveira, Tadeu Silva de, Gomes, Raphael dos Santos, Rohem Júnior, Nardele Moreno, Bendia, Laila Cecília Ramos, Fernandes, Alberto Magno
Tipo de documento: Artigo
Idioma: eng
Título da fonte: LOCUS Repositório Institucional da UFV
Texto Completo: http://dx.doi.org/10.1590/S1806-92902016000200005
http://www.locus.ufv.br/handle/123456789/16721
Resumo: The objective of this study was to simulate total dry matter intake and cost of diets optimized by nonlinear programming to meet the nutritional requirements of dairy does and growing doelings. The mathematical model was programmed in a Microsoft Excel(r) spreadsheet. Increasing values of body mass and average daily weight gain for growing doelings and increasing body mass values and milk yield for dairy does were used as inputs for optimizations. Three objective functions were considered: minimization of the dietary cost, dry matter intake maximization, and maximization of the efficiency of use of the ingested crude protein. To solve the proposed problems we used the Excel(r) Solver(r) algorithm. The Excel(r) Solver(r) was able to balance diets containing different objective functions and provided different spaces of feasible solutions. The best solutions are obtained by least-cost formulations; the other two objective functions, namely maximize dry matter intake and maximize crude protein use, do not produce favorable diets in terms of costs.
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spelling Glória, Leonardo SiqueiraAbreu, Matheus Lima CorrêaRocha, Norberto SilvaOliveira, Tadeu Silva deGomes, Raphael dos SantosRohem Júnior, Nardele MorenoBendia, Laila Cecília RamosFernandes, Alberto Magno2018-01-24T10:09:21Z2018-01-24T10:09:21Z2016-08-031806-9290http://dx.doi.org/10.1590/S1806-92902016000200005http://www.locus.ufv.br/handle/123456789/16721The objective of this study was to simulate total dry matter intake and cost of diets optimized by nonlinear programming to meet the nutritional requirements of dairy does and growing doelings. The mathematical model was programmed in a Microsoft Excel(r) spreadsheet. Increasing values of body mass and average daily weight gain for growing doelings and increasing body mass values and milk yield for dairy does were used as inputs for optimizations. Three objective functions were considered: minimization of the dietary cost, dry matter intake maximization, and maximization of the efficiency of use of the ingested crude protein. To solve the proposed problems we used the Excel(r) Solver(r) algorithm. The Excel(r) Solver(r) was able to balance diets containing different objective functions and provided different spaces of feasible solutions. The best solutions are obtained by least-cost formulations; the other two objective functions, namely maximize dry matter intake and maximize crude protein use, do not produce favorable diets in terms of costs.engRevista Brasileira de Zootecniav.45, n.2, p.71-84, February 2016Decision support systemDiet formulationDiet optimizationGoat nutritionSimulation of diets for dairy goats and growing doelings using nonlinear optimization proceduresinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfinfo:eu-repo/semantics/openAccessreponame:LOCUS Repositório Institucional da UFVinstname:Universidade Federal de Viçosa (UFV)instacron:UFVORIGINALartigo.pdfartigo.pdftexto completoapplication/pdf1293551https://locus.ufv.br//bitstream/123456789/16721/1/artigo.pdf9584af75a4edc1c1c93994199d66a33dMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://locus.ufv.br//bitstream/123456789/16721/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52THUMBNAILartigo.pdf.jpgartigo.pdf.jpgIM Thumbnailimage/jpeg6968https://locus.ufv.br//bitstream/123456789/16721/3/artigo.pdf.jpg95d1fcec6cf624d232f0b05d65b157ffMD53123456789/167212018-01-24 22:00:43.067oai:locus.ufv.br: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Repositório InstitucionalPUBhttps://www.locus.ufv.br/oai/requestfabiojreis@ufv.bropendoar:21452018-01-25T01:00:43LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)false
dc.title.en.fl_str_mv Simulation of diets for dairy goats and growing doelings using nonlinear optimization procedures
title Simulation of diets for dairy goats and growing doelings using nonlinear optimization procedures
spellingShingle Simulation of diets for dairy goats and growing doelings using nonlinear optimization procedures
Glória, Leonardo Siqueira
Decision support system
Diet formulation
Diet optimization
Goat nutrition
title_short Simulation of diets for dairy goats and growing doelings using nonlinear optimization procedures
title_full Simulation of diets for dairy goats and growing doelings using nonlinear optimization procedures
title_fullStr Simulation of diets for dairy goats and growing doelings using nonlinear optimization procedures
title_full_unstemmed Simulation of diets for dairy goats and growing doelings using nonlinear optimization procedures
title_sort Simulation of diets for dairy goats and growing doelings using nonlinear optimization procedures
author Glória, Leonardo Siqueira
author_facet Glória, Leonardo Siqueira
Abreu, Matheus Lima Corrêa
Rocha, Norberto Silva
Oliveira, Tadeu Silva de
Gomes, Raphael dos Santos
Rohem Júnior, Nardele Moreno
Bendia, Laila Cecília Ramos
Fernandes, Alberto Magno
author_role author
author2 Abreu, Matheus Lima Corrêa
Rocha, Norberto Silva
Oliveira, Tadeu Silva de
Gomes, Raphael dos Santos
Rohem Júnior, Nardele Moreno
Bendia, Laila Cecília Ramos
Fernandes, Alberto Magno
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Glória, Leonardo Siqueira
Abreu, Matheus Lima Corrêa
Rocha, Norberto Silva
Oliveira, Tadeu Silva de
Gomes, Raphael dos Santos
Rohem Júnior, Nardele Moreno
Bendia, Laila Cecília Ramos
Fernandes, Alberto Magno
dc.subject.pt-BR.fl_str_mv Decision support system
Diet formulation
Diet optimization
Goat nutrition
topic Decision support system
Diet formulation
Diet optimization
Goat nutrition
description The objective of this study was to simulate total dry matter intake and cost of diets optimized by nonlinear programming to meet the nutritional requirements of dairy does and growing doelings. The mathematical model was programmed in a Microsoft Excel(r) spreadsheet. Increasing values of body mass and average daily weight gain for growing doelings and increasing body mass values and milk yield for dairy does were used as inputs for optimizations. Three objective functions were considered: minimization of the dietary cost, dry matter intake maximization, and maximization of the efficiency of use of the ingested crude protein. To solve the proposed problems we used the Excel(r) Solver(r) algorithm. The Excel(r) Solver(r) was able to balance diets containing different objective functions and provided different spaces of feasible solutions. The best solutions are obtained by least-cost formulations; the other two objective functions, namely maximize dry matter intake and maximize crude protein use, do not produce favorable diets in terms of costs.
publishDate 2016
dc.date.issued.fl_str_mv 2016-08-03
dc.date.accessioned.fl_str_mv 2018-01-24T10:09:21Z
dc.date.available.fl_str_mv 2018-01-24T10:09:21Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
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dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1590/S1806-92902016000200005
http://www.locus.ufv.br/handle/123456789/16721
dc.identifier.issn.none.fl_str_mv 1806-9290
identifier_str_mv 1806-9290
url http://dx.doi.org/10.1590/S1806-92902016000200005
http://www.locus.ufv.br/handle/123456789/16721
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartofseries.pt-BR.fl_str_mv v.45, n.2, p.71-84, February 2016
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dc.publisher.none.fl_str_mv Revista Brasileira de Zootecnia
publisher.none.fl_str_mv Revista Brasileira de Zootecnia
dc.source.none.fl_str_mv reponame:LOCUS Repositório Institucional da UFV
instname:Universidade Federal de Viçosa (UFV)
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