Teaching Quality Evaluation Research based on Neural Network for University Physical Education

被引:5
作者
Hu, Bin [1 ]
机构
[1] WuHan Polytech Univ, Wuhan 430048, Hubei, Peoples R China
来源
2017 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA) | 2017年
关键词
physical education; neural network; teaching quality evaluation;
D O I
10.1109/ICSGEA.2017.155
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In the process of establishing evaluation index system of physical education, the traditional methods setting weights for each indicator mainly include analytic hierarchy process, fuzzy comprehensive evaluation method, and Delphi method, etc. These methods mostly rely on experience, which is strongly influenced by artificial factors and cannot be avoided. Because artificial neural network model has the ability of highly nonlinear function mapping, it is applied to the teaching quality evaluation system of physical education. Besides, the weight value of neural network is optimized by genetic algorithm. The experiment results show that the proposed scheme is feasible.
引用
收藏
页码:290 / 293
页数:4
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