BP神经网络在高校教学质量评估体系中的应用

摘要

高校教学质量评估是一个比较复杂,多因素、多变量的非线性过程,传统的教学评估方法难以客观、公平地反映教师的教学质量.文中利用BP神经网络算法建立高校教学评估体系的评估模型,并通过MATLAB仿真,得到了比较满意的评价结果.经实验证明该模型能克服各种人为因素,具有广泛的适应性.%The estimate of teaching quality is a complicated ,multi-factors,multivariate and fuzzy nonlinear process. The traditional teaching evaluation method is hard for objective and fair to reflect the teacher' s teaching quality. This paper establishes the evaluation model of university teaching quality based on BP neural networks, and runs in MATLAB, it gains more satisfied conclusion. Through the test verification this model can avoid subjective impact of human,so it has broad applicibility.