Design and Application of Variable Universe Fuzzy Controller Based on Cat Swarm Optimization
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-03-20
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
A novel variable universe fuzzy controller based on cat swarm optimization (CSO-VUFC) is proposed to regulate the temperature of the reactor system, which is characterized by nonlinearity, large time delay, and uncertainty.
In CSO-VUFC, firstly, corresponding contraction-expansion factors with the function form were, respectively, introduced for the input and output fuzzy universes of the controller.
Then, cat swarm optimization was used to optimize the relevant parameter values in the contraction-expansion factor function to achieve the intelligence optimization of the contraction-expansion factors, based on the system performance test function as an evaluation index; the contradiction between the universe adjustment and control accuracy of the fuzzy controller will be effectively solved to achieve the online self-adjustment of the universe.
The simulation results indicate that the variable universe adaptive fuzzy control method based on the cat swarm optimization has the features of high precision adjustment, short transient time, and hard real-time.
American Psychological Association (APA)
Pan, Haipeng& Jin, Dongbin. 2016. Design and Application of Variable Universe Fuzzy Controller Based on Cat Swarm Optimization. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-6.
https://search.emarefa.net/detail/BIM-1112209
Modern Language Association (MLA)
Pan, Haipeng& Jin, Dongbin. Design and Application of Variable Universe Fuzzy Controller Based on Cat Swarm Optimization. Mathematical Problems in Engineering No. 2016 (2016), pp.1-6.
https://search.emarefa.net/detail/BIM-1112209
American Medical Association (AMA)
Pan, Haipeng& Jin, Dongbin. Design and Application of Variable Universe Fuzzy Controller Based on Cat Swarm Optimization. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-6.
https://search.emarefa.net/detail/BIM-1112209
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1112209