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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2019
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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. |
format | Online Article Text |
id | pubmed-6757320 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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