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arxiv: 0912.3834 · v1 · submitted 2009-12-21 · 💻 cs.DM

On uniform sampling simple directed graph realizations of degree sequences

classification 💻 cs.DM
keywords directeddegreecyclegraphsequencessimplealgorithmchain
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Choosing a uniformly sampled simple directed graph realization of a degree sequence has many applications, in particular in social networks where self-loops are commonly not allowed. It has been shown in the past that one can perform a Markov chain arc-switching algorithm to sample a simple directed graph uniformly by performing two types of switches: a 2-switch and a directed 3-cycle reorientation. This paper discusses under what circumstances a directed 3-cycle reorientation is required. In particular, the class of degree sequences where this is required is a subclass of the directed 3-cycle anchored degree sequences. An important implication of this result is a reduced Markov chain algorithm that uses only 2-switches.

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