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