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A Mathematical Approach with Fractional Calculus for the Modelling of Children's Physical Development

From birth to now, it is getting more and more important to keep track of the children development, because knowing and determining the factors related to the physical development of the children would provide better and reliable results for children care. In this study, we developed a mathematical...

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Autores principales: Önal, Nisa Özge, Karaçuha, Kamil, Erdinç, Göksu Hazar, Karaçuha, Banu Bahar, Karaçuha, Ertuğrul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6757320/
https://www.ncbi.nlm.nih.gov/pubmed/31611926
http://dx.doi.org/10.1155/2019/3081264
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author Önal, Nisa Özge
Karaçuha, Kamil
Erdinç, Göksu Hazar
Karaçuha, Banu Bahar
Karaçuha, Ertuğrul
author_facet Önal, Nisa Özge
Karaçuha, Kamil
Erdinç, Göksu Hazar
Karaçuha, Banu Bahar
Karaçuha, Ertuğrul
author_sort Önal, Nisa Özge
collection PubMed
description From birth to now, it is getting more and more important to keep track of the children development, because knowing and determining the factors related to the physical development of the children would provide better and reliable results for children care. In this study, we developed a mathematical approach to have the ability of analysing and examining factors such as weight, height, and body mass index with respect to the age. We used 7 groups for weight, height, and body mass index in Percentage Chart of Turkey. We developed a continuous curve which is valid for any time interval by using discrete weight, height, and body mass index data of 0–18 years old children and the least squares method. By doing so, it became possible to find the percentage and location of the children in Percentage Chart. We advanced a new mathematical model with the help of fractional calculus theory. The results are quite successful and better compared to linear and Polynomial Model analysis. The method provides the opportunity to predict expected values of the children for the future by using previous data obtained in the development of the children.
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spelling pubmed-67573202019-10-14 A Mathematical Approach with Fractional Calculus for the Modelling of Children's Physical Development Önal, Nisa Özge Karaçuha, Kamil Erdinç, Göksu Hazar Karaçuha, Banu Bahar Karaçuha, Ertuğrul Comput Math Methods Med Research Article From birth to now, it is getting more and more important to keep track of the children development, because knowing and determining the factors related to the physical development of the children would provide better and reliable results for children care. In this study, we developed a mathematical approach to have the ability of analysing and examining factors such as weight, height, and body mass index with respect to the age. We used 7 groups for weight, height, and body mass index in Percentage Chart of Turkey. We developed a continuous curve which is valid for any time interval by using discrete weight, height, and body mass index data of 0–18 years old children and the least squares method. By doing so, it became possible to find the percentage and location of the children in Percentage Chart. We advanced a new mathematical model with the help of fractional calculus theory. The results are quite successful and better compared to linear and Polynomial Model analysis. The method provides the opportunity to predict expected values of the children for the future by using previous data obtained in the development of the children. Hindawi 2019-09-12 /pmc/articles/PMC6757320/ /pubmed/31611926 http://dx.doi.org/10.1155/2019/3081264 Text en Copyright © 2019 Nisa Özge Önal et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Önal, Nisa Özge
Karaçuha, Kamil
Erdinç, Göksu Hazar
Karaçuha, Banu Bahar
Karaçuha, Ertuğrul
A Mathematical Approach with Fractional Calculus for the Modelling of Children's Physical Development
title A Mathematical Approach with Fractional Calculus for the Modelling of Children's Physical Development
title_full A Mathematical Approach with Fractional Calculus for the Modelling of Children's Physical Development
title_fullStr A Mathematical Approach with Fractional Calculus for the Modelling of Children's Physical Development
title_full_unstemmed A Mathematical Approach with Fractional Calculus for the Modelling of Children's Physical Development
title_short A Mathematical Approach with Fractional Calculus for the Modelling of Children's Physical Development
title_sort mathematical approach with fractional calculus for the modelling of children's physical development
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6757320/
https://www.ncbi.nlm.nih.gov/pubmed/31611926
http://dx.doi.org/10.1155/2019/3081264
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