Dynamic-link rule base in fuzzy inference system
學年 88
學期 1
發表日期 1999-10-01
作品名稱 Dynamic-link rule base in fuzzy inference system
作品名稱（其他語言）
著者 Lin, Sinn-cheng
作品所屬單位 淡江大學資訊與圖書館學系
出版者 Institute of Electrical and Electronics Engineers (IEEE)
會議名稱 Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
會議地點 Tokyo, Japan
摘要 A dynamic-link rule base (DLRB) is introduced to the fuzzy inference systems for the purpose of speeding up and simplifying the fuzzy reasoning. This paper proposes a new reasoning mechanism by adding a dynamic-link rule base between the original rule base and the inference engine. The fuzzy inference system with a dynamic-link rule base is called a dynamic-link-rule-base-fuzzy-inference-system (DLRB-FIS). In the DLRB-FIS, only the fired rules, whose firing strengths are not equal to zero, are included for inference. The mathematical foundations, theorems and architecture of the DLRB-FIS are presented. A numeric example is also given for verifying the practicability of DLRB-FIS. The DLRB-FIS proposed has a general-purpose architecture. Therefore, it can be applied to many kinds of fields, such as fuzzy control, fuzzy image processing, fuzzy decision making, and fuzzy pattern recognition, etc.
關鍵字 fuzzy logic;fuzzy set theory;inference mechanisms;knowledge based systems
語言 en
收錄於
會議性質 國際
校內研討會地點
研討會時間
通訊作者
國別 JPN
公開徵稿 Y
出版型式
出處 Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on vol.5, pp.244-249
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