Fuzzy C-Means cluster Algorithm usually leads to local minimum, its shortcoming is the sensibility to initial value. And genetic algorithm is a computational model of the human evolution. This paper introduces the application of FCM algorithm in the evolution of genetic algorithm, instead of the original crossover operator. The result shows that the new algorithm is superior to the traditional FCM algorithm.
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闫仁武,商好值. 一种基于遗传算法的模糊C均值算法[J]. 科学技术与工程, 2010, (28): . 闫仁武,shanghaozhi. A new Fuzzy C-Means algorithm based on genetic algorithm[J]. Science Technology and Engineering,2010,(28).