English

Multicoloured Hardcore Model: Fast Mixing and Queueing

Probability 2024-07-19 v1 Discrete Mathematics

Abstract

We extend the hardcore model to a multicoloured version: a subset of vertices of a graph are coloured such that no vertex is adjacent to one of the same colour; uncoloured vertices do not constrain neighbours. This mathematically models multi-channel resource sharing, such as fibreoptic routing. We analyse certain simple Glauber-type dynamics on such configurations, and find conditions which ensure fast mixing. These dynamics model a queueing system: customers queue for service at vertices, who only serve customers whilst they are coloured in the underlying configuration; uncoloured vertices sit idle. The mixing estimates are applied to control queue lengths in equilibrium.

Keywords

Cite

@article{arxiv.2406.14376,
  title  = {Multicoloured Hardcore Model: Fast Mixing and Queueing},
  author = {Sam Olesker-Taylor},
  journal= {arXiv preprint arXiv:2406.14376},
  year   = {2024}
}

Comments

12 pages. To appear at Analysis of Algorithms (AofA) 2024. Minor typo-correction and improvements to that version

R2 v1 2026-06-28T17:13:32.066Z