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Design of Fuzzy System with Hierarchical Classifying Structures and its Application to Time Series Prediction

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Academic year: 2021

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Fig.  1.  The  total  flow  chart  of  the  proposed  systems
그림  2.  계층  구조  클러스터링  알고리즘의  구조 Fig.  2.  Structure  of  hierarchical  clustering  algorithm
Fig.  3.  Results  corresponding  to  the  upper  clusters  of  each  interval
Table  2.  Comparative  results  between  our  method  and  other  methods  방법   지표 Mamdani퍼지모델 다중 퍼지모델 Fuzzy-AR GA-RS방식 제안된방식 MRE 7.8123 2.7125 3.1254 1.8100 1.5315 표2를  살펴보면,  제안된  방식이  적은  수의  퍼지규칙으로도  다른  방법들  보다  좋은  예측성능을  보임을  알  수  있다.6.2  비선형  데이터
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