Heuristic Model of Cellular Learning Automata for Fuzzy Rule Extraction

Mohammad Javad Fattahi Hasan Abad ； Pouya Derakhshan-Barjoei

《Research Journal of Applied Sciences, Engineering and Technology》 4卷12期 (2012/06) Pp. 1701-1707

並列摘要

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.

並列關鍵字

Clustering ； evolutionary computing ； fuzzy rule extraction ； learning automata