Anfis与使用matlab的sugeno模糊模型

Question

我正在实施ANFIS模型与hydrid训练方法。我有13个输入映射到一个输出。我构思了关于我的系统的规则。当我训练数据时，我得到以下错误：

Number of output MF's is not equal to number of rules

任何关于我要去哪里的线索都是错误的？从Fuzzy Logic Toolbox User's Guide

Answer 1

报价：所以

Constraints of anfis:
anfis is much more complex than the fuzzy inference systems discussed so far, and is not available for all of the fuzzy inference system options. Specifically, anfis only supports Sugeno-type systems, and these must have the following properties:
* Have no rule sharing. Different rules cannot share the same output membership function, namely the number of output membership functions must be equal to the number of rules.

的ANFIS模型的结构应该是这样的：

FYI的误差来自于下面的代码片段：

/* output MF no. must be the same as rule no. */ 
if (fis->output[0]->mf_n != fis->rule_n) { 
    fisFreeFisNode(fis); 
    PRINTF("Number of output MF's is not equal to number of rules -->\n"); 
    fisError("Parameter sharing in FIS is not allowed!"); 
}