Optimal teaching strategy in periodic impulsive knowledge dissemination system

doi:10.1371/journal.pone.0178024

CORC > 上海财经大学 > 上海财经大学

	Optimal teaching strategy in periodic impulsive knowledge dissemination system
	Liu, Dan-Qing 1,2,3; Wu, Zhen-Qiang 1,3; Wang, Yu-Xin 4; Guo, Qiang 5; Liu, Jian-Guo 5,6
刊名	PLOS ONE
	2017-06-30
卷号	12 期号:6
ISSN号	1932-6203
DOI	10.1371/journal.pone.0178024
英文摘要	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.
WOS研究方向	Science & Technology - Other Topics
语种	英语
出版者	PUBLIC LIBRARY SCIENCE
WOS记录号	WOS:000404608700026
内容类型	期刊论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/954]
专题	上海财经大学
通讯作者	Liu, Jian-Guo
作者单位	1.Shaanxi Normal Univ, Sch Comp Sci, Xian, Peoples R China; 2.Qinghai Normal Univ, Sch Comp, Xining, Peoples R China; 3.Minist Educ, Key Lab Modern Teaching Technol, Xian, Peoples R China; 4.Sichuan Inst Educ Res, Chengdu, Peoples R China; 5.Univ Shanghai Sci & Technol, Res Ctr Complex Syst Sci, Shanghai, Peoples R China; 6.Shanghai Univ Finance & Econ, Data Sci & Cloud Serv Res Ctr, Shanghai, Peoples R China
推荐引用方式 GB/T 7714	Liu, Dan-Qing,Wu, Zhen-Qiang,Wang, Yu-Xin,et al. Optimal teaching strategy in periodic impulsive knowledge dissemination system[J]. PLOS ONE,2017,12(6).
APA	Liu, Dan-Qing,Wu, Zhen-Qiang,Wang, Yu-Xin,Guo, Qiang,&Liu, Jian-Guo.(2017).Optimal teaching strategy in periodic impulsive knowledge dissemination system.PLOS ONE,12(6).
MLA	Liu, Dan-Qing,et al."Optimal teaching strategy in periodic impulsive knowledge dissemination system".PLOS ONE 12.6(2017).