Text Fuzzy Clustering Algorithm Based on Rough Set and Genetic Algorithm

Wang Ming-chun; Wang Zheng-ou

Volume 27 Issue 4

Apr. 2005

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Article Navigation > Journal of Electronics & Information Technology > 2005 > 27(4): 548-551

Wang Ming-chun, Wang Zheng-ou. Text Fuzzy Clustering Algorithm Based on Rough Set and Genetic Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(4): 548-551.

Citation:

Wang Ming-chun, Wang Zheng-ou. Text Fuzzy Clustering Algorithm Based on Rough Set and Genetic Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(4): 548-551.

Wang Ming-chun, Wang Zheng-ou. Text Fuzzy Clustering Algorithm Based on Rough Set and Genetic Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(4): 548-551.

Citation:

Wang Ming-chun, Wang Zheng-ou. Text Fuzzy Clustering Algorithm Based on Rough Set and Genetic Algorithm[J]. Journal of Electronics & Information Technology, 2005, 27(4): 548-551.

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Text Fuzzy Clustering Algorithm Based on Rough Set and Genetic Algorithm

Wang Ming-chun^{①②;王正欧},
Wang Zheng-ou

Received Date: 2003-11-18
Rev Recd Date: 2004-06-02
Publish Date: 2005-04-19

Abstract

Abstract

This paper presents a text fuzzy clustering algorithm which combines rough set and genetic algorithm fully. In the clustering process, the weight parameters are also described by genetic algorithm, thus it makes parameters more reasonable and operationable and avoids subjectivity and unreliability of describing weight parameters in the similar algorithms proposed by other researchers. The example demonstrates the feasibility of the algorithm.

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References(1)

References

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