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
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
CLC Number:
XU Hua; XUE Heng-xin. Analysis and Application of Centralized Fuzzy Systems CTSK[J]. Computer Engineering, 2008, 34(23): 7-8.
徐 华;薛恒新. 中心化模糊系统CTSK的分析及应用[J]. 计算机工程, 2008, 34(23): 7-8.