一种基于流形的蚁群聚类算法

An ant colony clustering algorithm on a manifold

在介绍了基于信息熵的蚁群聚类算法以及流形学习的方法的基础上,将基于动态切空间排列的流形学习方法与该蚁群聚类算法相结合,给出了一种聚类算法的新思路,并在城市规划布局问题中做了仿真实验,提高了算法的收敛速度。

An entropy-based ant colony algorithm and a manifold learning method were introduced. The manifold learning method based on dynamical tangent space alignment was combined with an ant colony algorithm, giving a new idea of a clustering algorithm. This algorithm can improve the speed of convergence.