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 en
收錄於
會議性質 國際
校內研討會地點 無
研討會時間 20160825~20160828
通訊作者
國別 JPN
公開徵稿
出版型式
出處 17th International Symposium on Advanced Intelligent Systems
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/107547 )

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