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Optimal teaching strategy in periodic impulsive knowledge dissemination system
Accurately describing the knowledge dissemination process is significant to enhance the performance of personalized education. In this study, considering the effect of periodic teaching activities on the learning process, we propose a periodic impulsive knowledge dissemination system to regenerate t...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5493297/ https://www.ncbi.nlm.nih.gov/pubmed/28665961 http://dx.doi.org/10.1371/journal.pone.0178024 |
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author | Liu, Dan-Qing Wu, Zhen-Qiang Wang, Yu-Xin Guo, Qiang Liu, Jian-Guo |
author_facet | Liu, Dan-Qing Wu, Zhen-Qiang Wang, Yu-Xin Guo, Qiang Liu, Jian-Guo |
author_sort | Liu, Dan-Qing |
collection | PubMed |
description | Accurately describing the knowledge dissemination process is significant to enhance the performance of personalized education. In this study, considering the effect of periodic teaching activities on the learning process, we propose a periodic impulsive knowledge dissemination system to regenerate the knowledge dissemination process. Meanwhile, we put forward learning effectiveness which is an outcome of a trade-off between the benefits and costs raised by knowledge dissemination as objective function. Further, we investigate the optimal teaching strategy which can maximize learning effectiveness, to obtain the optimal effect of knowledge dissemination affected by the teaching activities. We solve this dynamic optimization problem by optimal control theory and get the optimization system. At last we numerically solve this system in several practical examples to make the conclusions intuitive and specific. The optimal teaching strategy proposed in this paper can be applied widely in the optimization problem of personal education and beneficial for enhancing the effect of knowledge dissemination. |
format | Online Article Text |
id | pubmed-5493297 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-54932972017-07-18 Optimal teaching strategy in periodic impulsive knowledge dissemination system Liu, Dan-Qing Wu, Zhen-Qiang Wang, Yu-Xin Guo, Qiang Liu, Jian-Guo PLoS One Research Article Accurately describing the knowledge dissemination process is significant to enhance the performance of personalized education. In this study, considering the effect of periodic teaching activities on the learning process, we propose a periodic impulsive knowledge dissemination system to regenerate the knowledge dissemination process. Meanwhile, we put forward learning effectiveness which is an outcome of a trade-off between the benefits and costs raised by knowledge dissemination as objective function. Further, we investigate the optimal teaching strategy which can maximize learning effectiveness, to obtain the optimal effect of knowledge dissemination affected by the teaching activities. We solve this dynamic optimization problem by optimal control theory and get the optimization system. At last we numerically solve this system in several practical examples to make the conclusions intuitive and specific. The optimal teaching strategy proposed in this paper can be applied widely in the optimization problem of personal education and beneficial for enhancing the effect of knowledge dissemination. Public Library of Science 2017-06-30 /pmc/articles/PMC5493297/ /pubmed/28665961 http://dx.doi.org/10.1371/journal.pone.0178024 Text en © 2017 Liu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Liu, Dan-Qing Wu, Zhen-Qiang Wang, Yu-Xin Guo, Qiang Liu, Jian-Guo Optimal teaching strategy in periodic impulsive knowledge dissemination system |
title | Optimal teaching strategy in periodic impulsive knowledge dissemination system |
title_full | Optimal teaching strategy in periodic impulsive knowledge dissemination system |
title_fullStr | Optimal teaching strategy in periodic impulsive knowledge dissemination system |
title_full_unstemmed | Optimal teaching strategy in periodic impulsive knowledge dissemination system |
title_short | Optimal teaching strategy in periodic impulsive knowledge dissemination system |
title_sort | optimal teaching strategy in periodic impulsive knowledge dissemination system |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5493297/ https://www.ncbi.nlm.nih.gov/pubmed/28665961 http://dx.doi.org/10.1371/journal.pone.0178024 |
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