Title :
Continuity of approximate reasoning using fuzzy number under Łukasiewicz t-norm
Author :
Takashi Mitsuishi;Nami Shimada;Toshimichi Homma;Mayumi Ueda;Masayuki Kochizawa;Yasunari Shidama
Author_Institution :
University of Marketing and Distribution Sciences, Kobe, Japan
fDate :
7/1/2015 12:00:00 AM
Abstract :
In this study, we analyzed the fuzzy approximate reasoning using t-norm calculation. We apply theoretical results to fuzzy optimal control. The input of the IF-THEN rules is conducted using fuzzy numbers instead of crisp numbers. We concluded that there is continuity in approximate reasoning, as well as compactness in the set of membership functions for fuzzy inference. In addition, the existence of a minimum value of the function that evaluates non-linear control is presented.
Keywords :
"Cognition","Fuzzy logic","Approximation methods","Feedback control","Aerospace electronics","Conferences","Fuzzy sets"
Conference_Titel :
Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM), 2015 IEEE 7th International Conference on
Print_ISBN :
978-1-4673-7337-1
Electronic_ISBN :
2326-8239
DOI :
10.1109/ICCIS.2015.7274550