提出了一种用于综合评价的核因子分析方法。核主因子分析通过把原始数据转换到一个高维的特征空间来提取的原始数据的非线性特征。该方法有较好的准确性和非线性特征提取能力。以管理信息系统综合评价为例进行仿真实验,其结果证实了该方法的可行性和有效性。
Kernel factor analysis method is proposed for synthetic evaluation. Kernel factor analysis captures the nonlinear features of the origi- nal data by transforming it to a high dimensional feature space. Features of this method are accurateness and nonlinear feature extraction capabilities. By synthetic evaluation to management ;fonnation system, Results of simulation experiments showed the feasibility and effectiveness of the method