-
摘要: 在标准模糊系统的基础上建立了正规二次多项式和正规三角函数为基函数的两类新模糊系统, 进而提出了以正规三角形函数为基函数的标准模糊系统与所提出模糊系统的比较问题. 通过采用数值分析中的余项与辅助函数方法, 对上述三类模糊系统进行了误差精度的分析, 对所建立的两个新模糊系统首次给出了从单输入单输出到多输入单输出的误差界公式. 同时, 对它们的逼近误差精度进行了比较分析, 指出了三类模糊系统的优劣. 最后, 通过算例验证了上述理论结果的正确性.Abstract: The paper establishes the standard fuzzy systems with partition of normal quadratic polynomial membership functions and normal trigonometric membership functions. The comparison problems of fuzzy system with normal triangle membership functions and the two fuzzy systems are put forward. Based on above standard fuzzy systems, approximation error bounds are discussed by interpolation theory. Universal approximation error bounds of these fuzzy systems from SISO to MISO are given and their relations are established. The paper employs error remainder term and auxiliary function in the proving process for the first time. Moreover, advantages and shortcomings of these fuzzy systems are compared and correlative conclusions are obtained. At last, computing examples are given and the validity of the conclusions is confirmed.
点击查看大图
计量
- 文章访问数: 2018
- HTML全文浏览量: 40
- PDF下载量: 1306
- 被引次数: 0