This paper uses ISODATA and GA to construct the GA-ISODATA nestingly, in order to perform the optimization algorithms of the FCM at the same time. This method can not only complete the optimal partition on the promise of giving the number with pre-classification, but also directly get the optimal number with classification in FCM without people's