| Abstract |
Article Information:
Heuristic Model of Cellular Learning Automata for Fuzzy Rule Extraction
Mohammad Javad Fattahi Hasan Abad and Pouya Derakhshan-Barjoei
Corresponding Author: Pouya Derakhshan-Barjoei
Key words: Clustering, evolutionary computing, fuzzy rule extraction, learning automata, , ,
Vol. 4 , (12): 1701-1707 |
| Submitted |
Accepted |
Published |
| December 23, 2011 |
January 21, 2012 |
June 15, 2012 |
In this study, a new method has been proposed for rule extraction required for a fuzzy classification
system using Cellular Learning Automata Based on Evolutionary Computing (CLA-EC) model. CLA-EC model
is an evolutionary algorithm which is a result of the combination of a cellular learning automata with the
concepts mentioned in evolutionary computing. It has been shown a higher applicability in optimization fields
than CLA and genetic algorithms. Finally, in order to show the applicability of the proposed method, "Iris"
standard database for testing purposes has been used. |
Cite this Reference:
Mohammad Javad Fattahi Hasan Abad and Pouya Derakhshan-Barjoei, 2012. Heuristic Model of Cellular Learning Automata for Fuzzy Rule Extraction.
Research Journal of Applied Sciences, Engineering and Technology, 4(12): 1701-1707. |
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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