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改进的遗传模糊聚类算法

DONG Yun-ying,ZHANG Yun-jie,CHANG Chun-ling

FUZZY SYSTEMS AND MATHEMATICS（2005）

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Abstract
对基于遗传算法的FCM(模糊c-均值法)聚类算法进行了改进,能更好地把遗传算法的全局搜索能力和FCM的局部搜索能力结合起来.实验结果表明,这种改进的算法在分类正确率和稳定性上优于[1]和[3]中的方法;收敛速度和对初值的敏感性都明显优于FCM.
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Key words
algorithm,hybrid
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