Strong modeling limits of graphs with bounded tree-width
Andrzej Grzesik, Daniel Kr\'a\v{l}, Samuel Mohr

TL;DR
This paper proves that for sequences of graphs with bounded tree-width, there exist modeling limits that satisfy the strong finitary mass transport principle, extending previous results to a broader class of graphs.
Contribution
It establishes the existence of such modeling limits for graphs with bounded tree-width, filling a gap in the understanding of graph convergence properties.
Findings
Existence of modeling limits for bounded tree-width graphs.
Satisfaction of the strong finitary mass transport principle.
Extends previous results from trees and path-width to bounded tree-width graphs.
Abstract
The notion of first order convergence of graphs unifies the notions of convergence for sparse and dense graphs. Ne\v{s}et\v{r}il and Ossona de Mendez [J. Symbolic Logic 84 (2019), 452-472] proved that every first order convergent sequence of graphs from a nowhere-dense class of graphs has a modeling limit and conjectured the existence of such modeling limits with an additional property, the strong finitary mass transport principle. The existence of modeling limits satisfying the strong finitary mass transport principle was proved for first order convergent sequences of trees by Ne\v{s}et\v{r}il and Ossona de Mendez [Electron. J. Combin. 23 (2016), P2.52] and for first order sequences of graphs with bounded path-width by Gajarsk\'y et al. [Random Structures Algorithms 50 (2017), 612-635]. We establish the existence of modeling limits satisfying the strong finitary mass transport…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsComplexity and Algorithms in Graphs · Markov Chains and Monte Carlo Methods · Algorithms and Data Compression
