RETRACTED: Environmental monitoring and early warning based on redundant fuzzy c-means clustering algorithm (Retracted Article)

This paper constructs a comprehensive evaluation index system and evaluation method of the environmental quality of the aquaculture area in Pijiawan, Xingcheng City based on the actual situation of the aquaculture area and related literature. The comprehensive evaluation index of seawater environmental quality of Pijiawan in Xingcheng City is calculated to evaluate its comprehensive quality and existing problems, and to judge whether it meets the requirements of functional areas. Then, the fuzzy clustering algorithm is introduced, the traditional fuzzy C-means clustering algorithm (FCM) is improved, the weighting of sample features is realized according to the degree of separation between classes and the degree of contraction within classes, which improves the clustering performance of FCM algorithm. Finally, the effectiveness of the proposed algorithm in environmental monitoring and early warning of aquaculture areas is verified by simulation experiments.