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ASME Press Select Proceedings

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

Editor
Fan Yama
Fan Yama
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ISBN:
9780791860182
No. of Pages:
278
Publisher:
ASME Press
Publication date:
2013

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
Acknowledgment
References
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