遗传算法与BP神经网络在教学管理中的应用 |
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引用本文: | 杨雪梅,郭家勇.遗传算法与BP神经网络在教学管理中的应用[J].数字社区&智能家居,2009(29). |
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作者姓名: | 杨雪梅 郭家勇 |
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作者单位: | 连云港职业技术学院信息工程学院;江苏连云港师范高等专科学校数学系; |
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摘 要: | 该文讨论了应用遗传算法改进的BP神经网络对教师教学体系进行评价,在学校教学工作是一切工作的核心,教学评价指标是整个学校管理的重要指标,但由于评价体系本身就是一个复杂的非线性系统,同时又受多种复杂因素影响,很难把握客观性,改进的BP神经网络提供了一个很好的解决方案。
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关 键 词: | BP神经网络 教学质量评价 遗传算法 |
Genetic Algorithm and BP Neural Network in Teaching Management |
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Abstract: | This article discusses the application of the improved BP neural network teaching system for teachers to evaluate teaching in school . Teaching evaluation index is an important indicator of overall school management,but because of evaluation system is itself a complex nonlinear system. It is difficult to grasp objectivity,while affected by many complex factors. The improved BP neural network provides a good solution. |
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Keywords: | BP neural network The quality of teaching evaluation genetic algorithm |
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