中文说明: 蚁群聚类算法及其改进算法 该算法,解决了不收敛的问题,聚类效果非常好(效果图如附件图片所示)。改进的蚁群算法是基于遗传算法的改进,在基本遗传算法的基础之上,加入了变异因子,产生变异,从而更快的收敛。 程序特点: 1、包含Matlab的画图程序,包括点的不同颜色标识, 2、包含文件的调用指令,程序中调用了data.txt文件中的数据。 3、代码中有详细的注释。 4、程序都经调试可以直接运行。 data.txt为聚类的数据(一个三维数组)
English Description:
Algorithm of Ant Colony clustering algorithm and its improvement The algorithm solves the problem of convergence, clustering is very good (just as shown in the attached images). Improved Ant Colony algorithm based on the improved genetic algorithm, genetic algorithms based on add variation factors, mutation, thus faster convergence. Program features: 1, contains Matlab drawing program, including points of different color identification, 2, contains a file called commands, data in a program called the data.txt file. 3, detailed comments in the code. 4, program debugging can be run directly. Data.txt as the clustering of data (a three-dimensional array)