教師資料查詢 | 類別: 會議論文 | 教師: 李祖添 TSU-TIAN LEE (瀏覽個人網頁)

標題:Chaos synchronization using brain-emotional-learning-based fuzzy control
學年105
學期1
發表日期2016/08/25
作品名稱Chaos synchronization using brain-emotional-learning-based fuzzy control
作品名稱(其他語言)
著者Hsu, Chun-Fei; Su, Chien-Ting; Lee, Tsu-Tian
作品所屬單位
出版者
會議名稱17th International Symposium on Advanced Intelligent Systems
會議地點Hokkaido, Japan
摘要This paper proposes a brain-emotional-learning-based fuzzy control (BELFC) system which is comprised of a fuzzy amygdale controller (FAC) and a fuzzy orbitofrontal controller (FOC). The FAC is used for providing attention signals and the FOC is designed to inhibit inappropriate responses from the FAC. All adjustable parameters of the BELFC system are on-line tuned based on both of the brain emotional learning model and the gradient descent method. Finally, the proposed BELFC system is applied to chaos synchronization problem. The simulation results show that the chaotic behavior of two nonlinear chaotic systems can be synchronized using the proposed BELFC scheme after controller parameters learning.
關鍵字intelligent control;brain emotional learning model;amygdale system;orbitofrontal system;chaotic synchronizationrain modeling;Fuzzy sets
語言英文
收錄於
會議性質國際
校內研討會地點
研討會時間20160825~20160828
通訊作者
國別日本
公開徵稿
出版型式
出處17th International Symposium on Advanced Intelligent Systems
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