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2 各类算法在不同数据集上的适应度

Tab.2 Adaptability of different algorithms on different data sets

数据集 算法 适应度 Iris IMFO-KMC 96.4719 K-means++ 97.3617 FCM 97.3580 MTSFO-HIKMC 96.4351 Seeds IMFO-KMC 312.0161 K-means++ 313.3064 FCM 313.7096 MTSFO-HIKMC 311.9355 CMC IMFO-KMC 5532.8767 K-means++ 5545.7534 FCM 5542.1917 MTSFO-HIKMC 5532.6027 Wine IMFO-KMC 16448.5294 K-means++ 16941.1765 FCM 16566.1765 MTSFO-HIKMC 16419.1177