Shifting the Phase Transition Threshold for Random Graphs and 2-SAT using Degree Constraints

April 21, 2017 · The Ethereal · 🏛 arXiv.org

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Authors Sergey Dovgal, Vlady Ravelomanana arXiv ID 1704.06683 Category math.CO: Combinatorics Cross-listed cs.DS, cs.LO, math.PR Citations 0 Venue arXiv.org Last Checked 3 months ago
Abstract
We show that by restricting the degrees of the vertices of a graph to an arbitrary set \( Δ\), the threshold point $ α(Δ) $ of the phase transition for a random graph with $ n $ vertices and $ m = α(Δ) n $ edges can be either accelerated (e.g., $ α(Δ) \approx 0.381 $ for $ Δ= \{0,1,4,5\} $) or postponed (e.g., $ α(\{ 2^0, 2^1, \cdots, 2^k, \cdots \}) \approx 0.795 $) compared to a classical Erdős--Rényi random graph with $ α(\mathbb Z_{\geq 0}) = \tfrac12 $. In particular, we prove that the probability of graph being nonplanar and the probability of having a complex component, goes from $ 0 $ to $ 1 $ as $ m $ passes $ α(Δ) n $. We investigate these probabilities and also different graph statistics inside the critical window of transition (diameter, longest path and circumference of a complex component).
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