Research of Community Discovery Algorithm Guided by Multimodal Function Optimization

This paper introduces the concept of community seed, comes up with a novel algorithm which based on the multimodal function optimization idea. Generally, the relationship between\\nodes in the same community is much closer than nodes in different communities. We use different sizes of network structures Zachary and Dolphins to test our algorithm, the experimental results show that this method is able to finish dividing the network in low time complexity, high efficiency without any priori information.