基于MATLAB的自组织特征映射网络的实际应用

摘要

为了改善高校奖学金的评定方法,提出了自组织特征映射网络的解决方案,通过设计出基于MATLAB的SOM神经网络,并对所设计的SOM神经网络进行训练及测试,验证了自组织特征映射网络在奖学金评定改进措施中的有效性,改善了奖学金评定中的公平性、公正性.实际应用表明,该方法具有准确、可靠的特点,有很好的实用性.%In order to improve college scholarships assessment method, puts forward the self organizing feature map network solutions, through the design of MATLAB based on SOM neural network and for the design of SOM neural network training and testing, verify the self-organizing feature map network in scholarship evaluation improvement measures of effectiveness, improving the scholarship evaluation of fairness, impartiality .Hie practical application showed that method is accurate, reliable, have very good practicability.