https://scholars.lib.ntu.edu.tw/handle/123456789/637739
標題: | Multivariable type-2 self-organizing fuzzy logic controllers for regulating anesthesia with rule base extraction | 作者: | Liu, Yan Xin Shieh, Jiann Shing Doctor, Faiyaz SHOU-ZEN FAN Jen, Kuo Kuang |
關鍵字: | anesthesia | rules | self-organizing fuzzy logic controller | type-2 fuzzy sets | 公開日期: | 1-一月-2013 | 來源出版物: | Proceedings - 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013 | 摘要: | In this paper, three different self-organizing fuzzy logic controllers (SOFLC), type-1, interval type-2 and zSlice general type-2 are used in the simulated control of anesthesia. Experimental results show that both the type-2 SOFLCs have better performance in comparison to the type-1 system. Based on the performance results, we then select the interval type-2 SOFLC to analyze rule usage during real-time regulation and control of anesthesia. Based on this we extracted a new reduced rule base which can provide a better basis to further research in understanding the SOFLC dynamic control behavior. © 2013 IEEE. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/637739 | ISBN: | 978-1-4799-2529-2 978-1-4799-2528-5 |
DOI: | 10.1109/TAAI.2013.51 |
顯示於: | 醫學系 |
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