Description: 遗传算法改进的模糊C-均值聚类MATLAB源码.模糊C-均值算法容易收敛于局部极小点，为了克服该缺点，将遗传算法应用于模糊C-均值算法(FCM)的优化计算中，由遗传算法得到初始聚类中心，再使用标准的模糊C-均值聚类算法得到最优分类结果。(Improved genetic algorithm and fuzzy C- means clustering MATLAB source. The fuzzy C- means algorithm is easy to converge to local minima, in order to overcome the shortcomings of the genetic algorithm is applied to fuzzy C- means algorithm (FCM) optimization calculation, get the initial clustering center by genetic algorithm, then get the optimal classification results using fuzzy C- means clustering algorithm standard.) Platform: |
Size: 1024 |
Author:ggsdduman
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Description: The genetic algorithm is mainly the function of three operators, and the clustering is very bad to the initial center and the class number of the Division Platform: |
Size: 3072 |
Author:playboyplay
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Description: Improved genetic algorithm and fuzzy C- means clustering MATLAB source. The fuzzy C- means algorithm is easy to converge to local minima, in order to overcome the shortcomings of the genetic algorithm is applied to fuzzy C- means algorithm (FCM) optimization calculation, get the initial clustering center by genetic algorithm, then get the optimal classification results using fuzzy C- means clustering algorithm standard. Platform: |
Size: 1024 |
Author:playboyplay
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Description: Can realize the two-dimensional data clustering, Genetic algorithms using MATLAB path planning, Energy entropy calculation. Platform: |
Size: 3072 |
Author:efdmrd
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Description: 将遗传算法应用于模糊C均值聚类，可以取得不错的效果(The application of genetic algorithm to fuzzy C mean clustering can achieve good results.) Platform: |
Size: 195584 |
Author:赵亮 |
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Description: 基于matlab的Iris、乳腺癌数据集的模式识别分类算法，含有 遗传算法+SVM、isodata、感知器算法、LMSE、神经网络等算法的实现代码，用于聚类效果良好，是模式识别大作业的参考资料(The pattern recognition classification algorithm based on MATLAB for Iris and breast cancer data sets contains the implementation code of genetic algorithm +SVM, ISODATA, perceptron algorithm, LMSE, neural network and so on. It is used for good clustering results and is a reference for pattern recognition.) Platform: |
Size: 6144 |
Author:张小明12345 |
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Description: 遗传模拟优化初始聚类中心,模糊C均值聚类(Genetic algorithm is used to optimize initial clustering centers and fuzzy C means clustering.) Platform: |
Size: 5120 |
Author:抽象歌手笑川 |
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Description: 基于matlab实现遗传、模拟算法在聚类中的应用(Application of genetic algorithm and simulation algorithm in clustering based on MATLAB) Platform: |
Size: 11264 |
Author:wanger85 |
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Search - genetic clustering