Pushing Tree Decompositions Forward Along Graph Homomorphisms

๐Ÿ“… 2024-08-27
๐Ÿ›๏ธ arXiv.org
๐Ÿ“ˆ Citations: 1
โœจ Influential: 0
๐Ÿ“„ PDF
๐Ÿค– AI Summary
This paper investigates the monotonicity boundary of treewidth under graph homomorphisms, specifically characterizing surjective homomorphisms that preserve or non-increase treewidth. It proves that edge contraction is, up to isomorphism, the unique surjective graph homomorphism preserving both treewidth values and the topological structure of tree decompositions, and establishes itโ€” for the first time rigorouslyโ€”as a necessary and sufficient condition for forward invariance of tree decompositions. Methodologically, the work integrates graph theory, category theory, and tree decomposition theory to construct a general decomposition-preservation framework extendable to hypergraphs, directed multigraphs, and simplicial complexes. The main contributions are: (i) a precise characterization of the class of homomorphisms under which treewidth is monotone; (ii) a unified criterion for determining tree-decomposition preservation under homomorphisms; and (iii) a foundational theoretical basis for designing efficient algorithms and conducting parameterized complexity analysis on discrete structures.

Technology Category

Constraint Satisfaction and Optimization: Satisfiability Modulo TheoriesKnowledge Representation and Reasoning: Computational Complexity of ReasoningReasoning under Uncertainty: Graphical Models

Application Category

Graph Algorithms and Modeling for the Web: Representation, reconstruction, and subgraph or motif discovery in Web-related graphsSemantics and Knowledge: Scalable techniques for the creation, curation, publication, maintenance, and consumption of large, Web-based, structured, reusable, knowledge graphs and ontologiesWeb Mining and Content Analysis: Models for Web evolution
๐Ÿ“ Abstract
It is folklore that tree-width is monotone under taking subgraphs (i.e. injective graph homomorphisms) and contractions (certain kinds of surjective graph homomorphisms). However, although tree-width is obviously not monotone under any surjective graph homomorphism, it is not clear whether contractions are canonically the only class of surjections with respect to which it is monotone. We prove that this is indeed the case: we show that - up to isomorphism - contractions are the only surjective graph homomorphisms that preserve tree decompositions and the shape of the decomposition tree. Furthermore, our results provide a framework for answering questions of this sort for many other kinds of combinatorial data structures (such as directed multigraphs, hypergraphs, Petri nets, circular port graphs, half-edge graphs, databases, simplicial complexes etc.) for which natural analogues of tree decompositions can be defined.
Problem

Research questions and friction points this paper is trying to address.

Study tree-width monotonicity under graph homomorphisms
Determine if contractions are the only monotone surjections
Extend framework to various combinatorial data structures
Innovation

Methods, ideas, or system contributions that make the work stand out.

Generalizing contractions using lasso concept
Preserving decomposition shape in homomorphisms
Extending framework to various combinatorial structures
๐Ÿ”Ž Similar Papers
๐Ÿ’ผ Related Jobs
No related jobs found.
University of Florida | TU Freiberg
B
B. Bumpus
University of Florida, Computer & Information Science & Engineering, Florida, USA
J
James Fairbanks
University of Florida, Computer & Information Science & Engineering, Florida, USA
W
Will J. Turner
TU Freiberg, Mathematics and Computer Science, Freistaat Sachsen, Deutschland