Graph theoretical dimensions of informal organizations
Computational organization theory
Introduction to Evolutionary Computing
Introduction to Evolutionary Computing
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Several variations are given for an algorithm that generates random networks approximately respecting the probabilities given by any likelihood function, such as from a p^* social network model. A novel use of the genetic algorithm is incorporated in these methods, which improves its applicability to the degenerate distributions that can arise with p^* models. Our approach includes a convenient way to find the high-probability items of an arbitrary network distribution function.