摘要： 对于分类问题的处理有很多经典方法,但近年来因为人们对神经网络理论及其应用的重视,使得Kohonen网络(KN)越来越受到普遍关注。该文利用模糊控制策略将模糊c-均值算法与经典的Kohonen算法有机地结合起来,使网络性能到了很大改善。

关键词: 神经网络, Kohonen网络, 模糊c-均值, 模糊Kohonen网络

Abstract: Although there are many classical algorithms in the clustering problem, Kohonen network has been got more and more attention for people pay regard to the theory and application of neural network in the latest year. This paper integrates fuzzy c-means model as the fuzzy control mechanism into Kohonen network, the capability of Kohonen network is improved much.

中图分类号: 

• TP391.4