The scaling limit of the minimum spanning tree of the complete graph

Citation
Addario-berry, Louigi et al., The scaling limit of the minimum spanning tree of the complete graph, Annals of probability (Online) , 45(5), 2017, pp. 3075-3144
ISSN journal
2168894X
Volume
45
Issue
5
Year of publication
2017
Pages
3075 - 3144
Database
ACNP
SICI code
Abstract
Consider the minimum spanning tree (MST) of the complete graph with n vertices, when edges are assigned independent random weights. Endow this tree with the graph distance renormalized by n1/3 and with the uniform measure on its vertices. We show that the resulting space converges in distribution as n.. to a random compact measured metric space in the Gromov.Hausdorff.Prokhorov topology. We additionally show that the limit is a random binary R-tree and has Minkowski dimension 3 almost surely. In particular, its law is mutually singular with that of the Brownian continuum random tree or any rescaled version thereof. Our approach relies on a coupling between the MST problem and the Erd.s.Rényi random graph. We exploit the explicit description of the scaling limit of the Erd.s.Rényi random graph in the so-called critical window, established in [Probab. Theory Related Fields 152 (2012) 367.406], and provide a similar description of the scaling limit for a .critical minimum spanning forest. contained within the MST. In order to accomplish this, we introduce the notion of R-graphs, which generalise R-trees, and are of independent interest.