MIPPR 2023: Pattern Recognition and Computer Vision 2024
DOI: 10.1117/12.3012641
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A novel method based on snake optimization algorithm for improving fuzzy clustering

Ben Liu,
Xusheng Zhuo,
Xinyu Jiang

Abstract: In order to effectively solve the instability of clustering results caused by random initial clustering centers of fuzzy clustering, a new method of fuzzy clustering based on improved snake optimization algorithm is proposed. Firstly, the population initialization of the snake optimization algorithm is improved; then the improved algorithm is applied to preprocess the dataset to obtain the initial clustering centers based on the dataset; finally, the generative clustering centers are used to carry out the iter… Show more

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