教師資料查詢 | 類別: 期刊論文 | 教師: 李世安 Shih-An, Li (瀏覽個人網頁)

標題:A Clustering-based Algorithm to Extracting Fuzzy Rules for System Modeling
學年100
學期1
出版(發表)日期2011/12/01
作品名稱A Clustering-based Algorithm to Extracting Fuzzy Rules for System Modeling
作品名稱(其他語言)
著者Chen, Ching-Yi; Li, Shin-An; Liu, Ta-Kang; Chen, Kuang-Yuan; Wong, Ching-Chang
單位淡江大學電機工程學系
出版者Korea: Advanced Institute of Convergence IT
著錄名稱、卷期、頁數International Journal of Advancements in Computing Technology 3(11), pp.394-401
摘要In this paper, a clustering-based algorithm is proposed for automatically constructing a multi-input fuzzy model where only the input-output data of the identified system are available. The proposed clustering method can automatically yield the number of clusters and its associated cluster centers from the input training data. While the features of training data are extracted by the proposed clustering method, the valuable information on the initial structure of the Sugeno-type fuzzy inference system is built up. For testing the performance of the proposed system modeling method, two wellknow examples from the literature and one real-world data set from the Taiwan's stock market are used to illustrate the validity of the proposed fuzzy system design procedure.
關鍵字
語言英文
ISSN2005-8039;2233-9337
期刊性質國外
收錄於EI;
產學合作
通訊作者Chen, Ching-Yi; Li, Shin-An; Liu, Ta-Kang; Chen, Kuang-Yuan; Wong, Ching-Chang
審稿制度
國別韓國
公開徵稿
出版型式,紙本
相關連結
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