Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Dan-Qing, Wu, Zhen-Qiang, Wang, Yu-Xin, Guo, Qiang, Liu, Jian-Guo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
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
_version_ 1783247480480071680
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
work_keys_str_mv AT liudanqing optimalteachingstrategyinperiodicimpulsiveknowledgedisseminationsystem
AT wuzhenqiang optimalteachingstrategyinperiodicimpulsiveknowledgedisseminationsystem
AT wangyuxin optimalteachingstrategyinperiodicimpulsiveknowledgedisseminationsystem
AT guoqiang optimalteachingstrategyinperiodicimpulsiveknowledgedisseminationsystem
AT liujianguo optimalteachingstrategyinperiodicimpulsiveknowledgedisseminationsystem