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標題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

語言英文

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會議性質國際

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國別日本

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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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