【摘要】 传统TS的建模方法由于其本身的不足,在实际应用中有一定的局限性。本文基于输入输出数据,提出一种基于霍夫变换的改进TS模型,首先确定模糊模型结论部的参数,然后利用聚类方法确定模型前提部的参数,从而建立了非线性系统的模糊模型,仿真结果表明了该方法快速性和有效性。更多还原

【Abstract】 For dynamic systems with complex and nonlinear characteristics, the model based on fuzzy rule can describe the dynamic properties. This paper creates a fuzzy model of nonlinear based on input-output data by dividing the input space with decision tree regression. The simulation results show that the proposed method is quick and efficient.更多还原