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增一型分层模糊系统结构的PCA优化方法
引用本文:王杰,周贺松.增一型分层模糊系统结构的PCA优化方法[J].郑州大学学报(自然科学版),2013(2):59-63.
作者姓名:王杰  周贺松
作者单位:郑州大学电气工程学院,河南郑州450001
基金项目:河南省教育厅自然科学基金资助项目,编号2010A120008.
摘    要:对“增一型”分层模糊系统进行了结构研究和理论推导,提出了一种通过代价函数选择最优的分层结构的方法.最后通过仿真实验证明了该方法切实可行,避免了传统“试凑法”的盲目性.

关 键 词:分层模糊系统  系统建模  主成分分析  代价函数

Optimization Method of the Increase-type Hierarchical Fuzzy System Based on PCA
WANG Jie,ZHOU He-song.Optimization Method of the Increase-type Hierarchical Fuzzy System Based on PCA[J].Journal of Zhengzhou University (Natural Science),2013(2):59-63.
Authors:WANG Jie  ZHOU He-song
Institution:( School of Electrical Engineering, Zhengzhou University, Zhengzhou 450001, China)
Abstract:The choice of the optional layered structure through a cost function was presented through the structure research and theoretical derivation of the increase-type hierarchical fuzzy system. The effectiveness of this method was proved through simulation experiments, and the blindness of traditional "trail and error" method was avoided.
Keywords:hierarchical fuzzy system  system modeling  PCA  cost function
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