@ARTICLE\{IMM2007-05522,
    author       = "S. Lehmann and L. K. Hansen",
    title        = "Deterministic modularity optimization",
    year         = "2007",
    keywords     = "Networks, physics, modularity, mean field annealing",
    journal      = "European Physical Journal B",
    volume       = "",
    editor       = "",
    number       = "",
    publisher    = "",
    url          = "http://www2.compute.dtu.dk/pubdb/pubs/5522-full.html",
    abstract     = "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."
}