1. A Unified Approach to Structural Limits and Limits of Graphs with Bounded Tree-Depth
- Author
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Jaroslav Nesetril, Patrice Ossona de Mendez, Computer Science Institute of Charles University [Prague] (IUUK), Charles University [Prague] (CU), Centre d'Analyse et de Mathématique sociales (CAMS), École des hautes études en sciences sociales (EHESS)-Centre National de la Recherche Scientifique (CNRS), Supported by grant ERCCZ LL-1201 and CE-ITI P202/12/G061, and by the European Associated Laboratory 'Structures in Combinatorics' (LEA STRUCO), Department of Applied Mathematics (KAM) (KAM), and Univerzita Karlova v Praze
- Subjects
Model theory ,General Mathematics ,Stone space ,0102 computer and information sciences ,Tree-depth ,01 natural sciences ,Graph ,Combinatorics ,Definable set ,Measurable graph ,[MATH.MATH-CO]Mathematics [math]/Combinatorics [math.CO] ,FOS: Mathematics ,Mathematics - Combinatorics ,Radon measures ,Relational structure ,0101 mathematics ,ComputingMilieux_MISCELLANEOUS ,Mathematics ,Connected component ,Discrete mathematics ,Applied Mathematics ,010102 general mathematics ,Graph limits ,Colored ,010201 computation theory & mathematics ,Bounded function ,Standard probability space ,Combinatorics (math.CO) ,First-order logic ,Tuple ,Structural limits - Abstract
In this paper we introduce a general framework for the study of limits of relational structures in general and graphs in particular, which is based on a combination of model theory and (functional) analysis. We show how the various approaches to graph limits fit to this framework and that they naturally appear as "tractable cases" of a general theory. As an outcome of this, we provide extensions of known results. We believe that this put these into next context and perspective. For example, we prove that the sparse--dense dichotomy exactly corresponds to random free graphons. The second part of the paper is devoted to the study of sparse structures. First, we consider limits of structures with bounded diameter connected components and we prove that in this case the convergence can be "almost" studied component-wise. We also propose the structure of limits objects for convergent sequences of sparse structures. Eventually, we consider the specific case of limits of colored rooted trees with bounded height and of graphs with bounded tree-depth, motivated by their role of elementary brick these graphs play in decompositions of sparse graphs, and give an explicit construction of a limit object in this case. This limit object is a graph built on a standard probability space with the property that every first-order definable set of tuples is measurable. This is an example of the general concept of {\em modeling} we introduce here. Our example is also the first "intermediate class" with explicitly defined limit structures., Comment: added journal reference
- Published
- 2020
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