An Ant-Based Algorithm with Local Optimization for Community Detection in Large-Scale Networks

Dongxiao He, Jie Liu, Bo Yang, Yuxiao Huang, Dayou Liu, Di Jin

Abstract: In this paper, we propose a multi-layer ant-based algorithm (MABA), which detects communities from networks by means of locally optimizing modularity using individual ants. The basic version of MAB...