多出力型重み付きTSファジィ推論法とその糖尿病診断データ判別分析への応用(一般講演C2,ファジィ推論・判別分析)

抄録

As an extension of TS fuzzy reasoning method, "weighted multi-output type TS fuzzy reasoning method" is proposed in which the consequent part of fuzzy rule is of multi-output type, consisting of output functions with weighting functions. This paper shows learning algorithms for the fuzzy reasoning method by using the steepest decent method, and compares learning results with the cases by simplified reasoning method and TS fuzzy reasoning method by applying to diabetes diagnostic data.