We make pheromone left by ants in the seeking process as the standard of clustering and design the initial pheromone digraph to strengthen the positive feedback of ants.

• 我们将蚂蚁在搜索过程中的信息素作为聚类标准,设计初始信息素有向图,加强蚂蚁搜索的正反馈,在算法中对信息素有向图不断的更新,加入自适应的参数,加快算法执行,最后在一定的阈值下获取该有向图的强连通分量作为聚类。