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International Conference on Computer Research and Development, 5th (ICCRD 2013)

Fan Yama
Fan Yama
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ASME Press
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Firefly algorithm is a swarm-based algorithm that can be used for solving optimization problems. In this paper, the methodology of fuzzy c-means algorithm is incorporated into the original firefly algorithm to improve the performance. Six popular benchmark data sets from the UCI machine learning repository are used to test this technique.The experimental results showed that the proposed algorithm surpasses both the base-line technique k-means clustering and original fuzzy c-mean.

1. Introduction
2. Firefly Algorithm
3. Fuzzy c-means Clustering
4. Proposed Clustering Algorithm
5. Experimental Results
6. Conclusion
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