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The intersection of a random geometric graph with an Erdős-Rényi graph

Patrick Bennett, Alan Frieze, Wesley Pegden

Abstract

We study the intersection of a random geometric graph with an Erdős-Rényi graph. Specifically, we generate the random geometric graph $G(n, r)$ by choosing $n$ points uniformly at random from $D=[0, 1]^2$ and joining any two points whose Euclidean distance is at most $r$. We let $G(n, p)$ be the classical Erdős-Rényi graph, i.e. it has $n$ vertices and every pair of vertices is adjacent with probability $p$ independently. In this note we study $G(n, r, p):=G(n, r) \cap G(n, p)$. One way to think of this graph is that we take $G(n, r)$ and then randomly delete edges with probability $1-p$ independently. We consider the clique number, independence number, connectivity, Hamiltonicity, chromatic number, and diameter of this graph where both $p(n)\to 0$ and $r(n)\to 0$; the same model was studied by Kahle, Tian and Wang (2023) for $r(n)\to 0$ but $p$ fixed.

The intersection of a random geometric graph with an Erdős-Rényi graph

Abstract

We study the intersection of a random geometric graph with an Erdős-Rényi graph. Specifically, we generate the random geometric graph by choosing points uniformly at random from and joining any two points whose Euclidean distance is at most . We let be the classical Erdős-Rényi graph, i.e. it has vertices and every pair of vertices is adjacent with probability independently. In this note we study . One way to think of this graph is that we take and then randomly delete edges with probability independently. We consider the clique number, independence number, connectivity, Hamiltonicity, chromatic number, and diameter of this graph where both and ; the same model was studied by Kahle, Tian and Wang (2023) for but fixed.

Paper Structure

This paper contains 8 sections, 8 theorems, 48 equations.

Key Result

Theorem 1

For each fixed $\varepsilon>0$ there exists $C=C_\varepsilon$ such that we have the following. If $nr^2 \ge \log n$ and $C/(nr^2) \le 1-p \le \log^{-3}n$, then

Theorems & Definitions (18)

  • Theorem 1
  • Theorem 2
  • Theorem 3
  • Theorem 4
  • Theorem 5
  • Theorem 6
  • Theorem 7: Chernoff--Hoeffding bound
  • proof
  • proof
  • Claim 1
  • ...and 8 more