An Enhanced FCM Clustering Method Based on Multi-Strategy Tuna Swarm Optimization

To overcome the shortcoming of the Fuzzy C-means algorithm (FCM)—that it is easy to fall into local optima due to the dependence of sub-spatial clustering on initialization—a Multi-Strategy Tuna Swarm Optimization-Fuzzy C-means (MSTSO-FCM) algorithm is proposed. Firstly, a chaotic local search strat...

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Bibliographic Details
Main Authors: Changkang Sun, Qinglong Shao, Ziqi Zhou, Junxiao Zhang
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/3/453