DocumentCode :
476155
Title :
Time-varying modifying factor fuzzy controller based on an exact fast simulated annealing
Author :
Hu, Jing-song ; Wang, Jia-bing ; Hu, Gui-wu
Author_Institution :
Comput. Sci. & Eng. Dept., South China Univ. of Technol., Guangzhou
Volume :
4
fYear :
2008
fDate :
12-15 July 2008
Firstpage :
2181
Lastpage :
2186
Abstract :
By continuing the control surfaces of the time-varying modifying factor analytic expression method, a new algorithm is constructed to improve the properties of the fuzzy controller obviously. The algorithm has two merits: (a) Static error is erased by fuzzy method (b) operation speed is fast. The excellent quality control and rapid response real time system can be realized together. Furthermore, the exact fast simulated annealing improved by us is applied to optimize the fuzzy controller automatically. The self-optimizing fuzzy system made by the two methods shows fine performances in simulating experiments.
Keywords :
fuzzy control; quality control; real-time systems; self-adjusting systems; simulated annealing; time-varying systems; quality control; rapid response real time system; self-optimizing fuzzy system; simulated annealing; time-varying modifying factor fuzzy controller; Automatic control; Cybernetics; Error correction; Fuzzy control; Fuzzy systems; Humans; Machine learning; Mathematics; Optimization methods; Simulated annealing; Fuzzy controller; Partly continuous; Simulated annealing; Time-varying modifying factor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
Type :
conf
DOI :
10.1109/ICMLC.2008.4620767
Filename :
4620767
Link To Document :
بازگشت