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Modeling and Analysis of the Relationship between Aerobic Exercise and Obesity Reduction in Adolescents

In order to solve the relationship between youth aerobic exercise and obesity reduction, an improved ant colony algorithm-oriented aerobic exercise method was proposed. Firstly, the changes in body shape, weight, BMI, body fat, body circumference, and other indicators of obese adolescents before and...

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Detalles Bibliográficos
Autores principales: Fu, Nan, Li, Kesen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8959987/
https://www.ncbi.nlm.nih.gov/pubmed/35356623
http://dx.doi.org/10.1155/2022/9957916
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author Fu, Nan
Li, Kesen
author_facet Fu, Nan
Li, Kesen
author_sort Fu, Nan
collection PubMed
description In order to solve the relationship between youth aerobic exercise and obesity reduction, an improved ant colony algorithm-oriented aerobic exercise method was proposed. Firstly, the changes in body shape, weight, BMI, body fat, body circumference, and other indicators of obese adolescents before and after aerobic exercise were used as the initial pheromone distribution matrix, and the random evolution factor and evolutionary drift threshold were introduced to establish the target function of reducing obesity caused by aerobic exercise in adolescents. The constraint conditions of the relationship between aerobic exercise and adolescent obesity reduction were explained, and the particle algorithm was introduced to establish the optimal model of aerobic exercise for adolescent obesity reduction. The experimental results show that with the increasing number of experiments, the advantages of this method are more obvious. From the overall level, the average modeling error of this method is about 0.053%, while the average error of the traditional method is about 0.186%, which shows that this method can control the error within a reasonable range, and it is proved that the improved ant colony algorithm can have a good correlation with the method of aerobic exercise.
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spelling pubmed-89599872022-03-29 Modeling and Analysis of the Relationship between Aerobic Exercise and Obesity Reduction in Adolescents Fu, Nan Li, Kesen J Healthc Eng Research Article In order to solve the relationship between youth aerobic exercise and obesity reduction, an improved ant colony algorithm-oriented aerobic exercise method was proposed. Firstly, the changes in body shape, weight, BMI, body fat, body circumference, and other indicators of obese adolescents before and after aerobic exercise were used as the initial pheromone distribution matrix, and the random evolution factor and evolutionary drift threshold were introduced to establish the target function of reducing obesity caused by aerobic exercise in adolescents. The constraint conditions of the relationship between aerobic exercise and adolescent obesity reduction were explained, and the particle algorithm was introduced to establish the optimal model of aerobic exercise for adolescent obesity reduction. The experimental results show that with the increasing number of experiments, the advantages of this method are more obvious. From the overall level, the average modeling error of this method is about 0.053%, while the average error of the traditional method is about 0.186%, which shows that this method can control the error within a reasonable range, and it is proved that the improved ant colony algorithm can have a good correlation with the method of aerobic exercise. Hindawi 2022-03-21 /pmc/articles/PMC8959987/ /pubmed/35356623 http://dx.doi.org/10.1155/2022/9957916 Text en Copyright © 2022 Nan Fu and Kesen Li. https://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
Fu, Nan
Li, Kesen
Modeling and Analysis of the Relationship between Aerobic Exercise and Obesity Reduction in Adolescents
title Modeling and Analysis of the Relationship between Aerobic Exercise and Obesity Reduction in Adolescents
title_full Modeling and Analysis of the Relationship between Aerobic Exercise and Obesity Reduction in Adolescents
title_fullStr Modeling and Analysis of the Relationship between Aerobic Exercise and Obesity Reduction in Adolescents
title_full_unstemmed Modeling and Analysis of the Relationship between Aerobic Exercise and Obesity Reduction in Adolescents
title_short Modeling and Analysis of the Relationship between Aerobic Exercise and Obesity Reduction in Adolescents
title_sort modeling and analysis of the relationship between aerobic exercise and obesity reduction in adolescents
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8959987/
https://www.ncbi.nlm.nih.gov/pubmed/35356623
http://dx.doi.org/10.1155/2022/9957916
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