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Atlas.ProbabilisticMethodsInCombinatorics.code.Chapter4.SubgraphThreshold

def SubgraphThreshold.IsSubgraphThreshold (probContainsH : ) (q : ) :

A function $q : \mathbb{N} \to \mathbb{R}$ is a threshold for the property of containing $H$ if for any sequence $p_n$ with $p_n / q_n \to 0$ the probability $\mathbb{P}(H \subseteq G(n, p_n)) \to 0$, and if $p_n / q_n \to \infty$ then this probability tends to $1$.

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    noncomputable def SubgraphThreshold.maxDensity {V : Type u_1} [Fintype V] [DecidableEq V] (H : SimpleGraph V) [DecidableRel H.Adj] [Nonempty V] :

    The maximum edge density of a graph $H$, defined as $m(H) = \max_{S \subseteq V(H), S \ne \emptyset} \frac{|E(H[S])|}{|S|}$, where the numerator counts edges in the induced subgraph on $S$.

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      noncomputable def SubgraphThreshold.probContainsSubgraph {V : Type u_1} [Fintype V] [DecidableEq V] (H : SimpleGraph V) [DecidableRel H.Adj] (n : ) (p : ) :

      The probability that the Erdős–Rényi random graph $G(n, p)$ contains $H$ as a subgraph, computed as the sum over all graphs $G$ on $n$ vertices weighted by their Bernoulli edge probabilities, with indicator of containing an injective homomorphism from $H$.

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        noncomputable def SubgraphThreshold.thresholdFunction {V : Type u_1} [Fintype V] [DecidableEq V] (H : SimpleGraph V) [DecidableRel H.Adj] [Nonempty V] (n : ) :

        The conjectural threshold function $q(n) = n^{-1/m(H)}$ for a subgraph $H$, where $m(H)$ is the maximum edge density of $H$.

        Instances For

          Bollobás 1981 threshold theorem (Theorem 4.2.10). For any graph $H$ with positive maximum density $m(H) > 0$, the function $n^{-1/m(H)}$ is a threshold for the property that $G(n, p)$ contains $H$ as a subgraph.