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计算机工程 ›› 2008, Vol. 34 ›› Issue (23): 7-8. doi: 10.3969/j.issn.1000-3428.2008.23.003

• 博士论文 • 上一篇    下一篇

中心化模糊系统CTSK的分析及应用

徐 华1,2,薛恒新1   

  1. (1. 南京理工大学经济管理学院,南京 210094;2. 江南大学信息工程学院,无锡 214122)
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2008-12-05 发布日期:2008-12-05

Analysis and Application of Centralized Fuzzy Systems CTSK

XU Hua1,2, XUE Heng-xin1   

  1. (1. School of Economics and Management, Nanjing University of Science & Technology, Nanjing 210094; 2. School of Information Engineering, Southern Yangtze University, Wuxi 214122)
  • Received:1900-01-01 Revised:1900-01-01 Online:2008-12-05 Published:2008-12-05

摘要: 从一个新角度重新探讨TSK模糊系统建模问题,引入并分析推导一种新的TSK模糊系统——CTSK。与传统TSK模糊系统相比,CTSK模糊系统具有良好的可解释性、更好的鲁棒性和较强的逼近能力。仿真实验结果有效地验证了上述优点,在用CTSK模糊系统进行地下水质的评价时取得了较好的效果。

关键词: TSK模糊系统, 鲁棒性, 预测

Abstract: This paper re-discusses TSK fuzzy systems modeling from a new perspective. A new TSK fuzzy system——CTSK is introduced. Compared with the traditional TSK fuzzy system, the CTSK fuzzy system has the following advantages: having a high interpretation, a better robustness, and a good approximation. Simulation results emonstrate the above advantages. And using the misty system of CTSK to evaluate the groundwater obtains the good result.

Key words: TSK fuzzy system, robustness, prediction

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