TY - JOUR
T1 - A Mathematical Approach with Fractional Calculus for the Modelling of Children's Physical Development
AU - Önal, Nisa Özge
AU - Karaçuha, Kamil
AU - Erdinç, Göksu Hazar
AU - Karaçuha, Banu Bahar
AU - Karaçuha, Ertuǧrul
N1 - Publisher Copyright:
© 2019 Nisa Özge Önal et al.
PY - 2019
Y1 - 2019
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85072740219&partnerID=8YFLogxK
U2 - 10.1155/2019/3081264
DO - 10.1155/2019/3081264
M3 - Article
C2 - 31611926
AN - SCOPUS:85072740219
SN - 1748-670X
VL - 2019
JO - Computational and Mathematical Methods in Medicine
JF - Computational and Mathematical Methods in Medicine
M1 - 3081264
ER -