基于记忆传递旗鱼优化的K均值混合迭代聚类

黄鹤, 熊武, 吴琨, 王会峰, 茹锋, 王珺

K-means Hybrid Iterative Clustering Based on Memory Transfer Sailfish Optimization

HUANG He, XIONG Wu, WU Kun, WANG Huifeng, RU Feng, WANG Jun

表4 各类算法在不同数据集单次迭代时间

Tab.4 Single iteration time of different algorithms in different data sets

数据集 算法 单次迭代时间/s Iris IMFO-KMC 0.035 1 K-means++ 0.004 2 FCM 0.005 5 MTSFO-HIKMC 0.032 9 Seeds IMFO-KMC 0.170 9 K-means++ 0.006 4 FCM 0.007 8 MTSFO-HIKMC 0.164 7 CMC IMFO-KMC 0.281 3 K-means++ 0.035 1 FCM 0.062 7 MTSFO-HIKMC 0.259 3 Wine IMFO-KMC 0.033 5 K-means++ 0.004 5 FCM 0.009 7 MTSFO-HIKMC 0.031 9