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Fuzzy-Based Clustering Genetic Group Model of Project Practice Teaching

机译:工程实践教学中基于模糊聚类的遗传群体模型

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摘要

The grouping of software project practice teaching has very important valuable for improving teaching quality. Traditional grouping method, which based on grades of students, is probable that leads to grouping unreasonably, and it affect teaching quality of software project practice. In this paper the fuzzy-based clustering genetic grouping model is present, it makes use of fuzzy clustering to classify the students into types, and then it makes use of genetic algorithm(GA) to divide these classified students into several teaching groups. Fuzzy clustering method based on multi-course grades of student makes classes more abundant and GA makes teaching groups reasonably, so the model provides reliable proof for the software project practice teaching. The practice teaching result shows that the model greatly improves rationality for teaching of software project practice and it is accepted by students and teacher.
机译:软件项目实践教学的分组对提高教学质量具有非常重要的价值。传统的基于学生成绩的分组方法很可能导致不合理的分组,并影响软件项目实践的教学质量。本文提出了一种基于模糊聚类的遗传分组模型,利用模糊聚类对学生进行分类,然后利用遗传算法将这些分类的学生分为几个教学组。基于学生多学科成绩的模糊聚类方法使班级更加丰富,遗传算法使教学小组更加合理,因此该模型为软件项目实践教学提供了可靠的依据。实践教学结果表明,该模型大大提高了软件项目实践教学的合理性,为学生和教师所接受。

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