The diamond-free process
Michael E. Picollelli

TL;DR
This paper analyzes a random graph process that avoids creating a diamond graph (K_4^-), showing that the final graph size scales as (\u221a{\u2113}(n) (n^{3/2})), and that the resulting graph resembles a random graph with a triangle-free edge subset.
Contribution
It introduces and analyzes a new random graph process that avoids forming a diamond graph, providing asymptotic size and structural properties of the resulting graph.
Findings
Final graph size is ((({}(n))) (n^{3/2})) as n
The process produces a graph resembling a random graph with a triangle-free edge subgraph
Edges not on triangles form a random-like subgraph
Abstract
Let K_4^- denote the diamond graph, formed by removing an edge from the complete graph K_4. We consider the following random graph process: starting with n isolated vertices, add edges uniformly at random provided no such edge creates a copy of K_4^-. We show that, with probability tending to 1 as , the final size of the graph produced is . Our analysis also suggests that the graph produced after i edges are added resembles the random graph, with the additional condition that the edges which do not lie on triangles form a random-looking subgraph.
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Taxonomy
TopicsStochastic processes and statistical mechanics · Limits and Structures in Graph Theory · Markov Chains and Monte Carlo Methods
