Deterministic Modularity Optimization

Details Deterministic Modularity Optimization Deterministic Modularity Optimization

2007-01-31

arxiv.org/abs/physics/0701348v2

Physics

Data Analysis, Statistics and Probability

7 pages, 4 figures, minor changes

Scientific paper

10.1140/epjb/e2007-00313-2

We study community structure of networks. We have developed a scheme for maximizing the modularity Q based on mean field methods. Further, we have defined a simple family of random networks with community structure; we understand the behavior of these networks analytically. Using these networks, we show how the mean field methods display better performance than previously known deterministic methods for optimization of Q.

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