Symmetry breaking in the subgraph isomorphism problem

The Subgraph Isomorphism Problem has many applications, including bioinformatics, computer vision and graph databases. Current state-of-the-art solvers using constraints programming techniques can handle cases with up to 1000 pattern vertices and 10,000 target vertices. Symmetry breaking identifies symmetric states during the search process, and avoids searching both. Symmetry breaking techniques have shown promising results in improving the efficiency of algorithms for similar combinatorial problems; presented here are two strategies for implementing symmetry breaking for the Subgraph Isomorphism Problem.

Publication Details

Journal
St Andrews Research Repository (St Andrews Research Repository)
Published
2024-09-02
Primary Topic
Graph Theory and Algorithms
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Symmetry breaking in the subgraph isomorphism problem

St Andrews Research Repository (St Andrews Research Repository)
Graph Theory and Algorithms
article

Symmetry breaking in the subgraph isomorphism problem

article en

Abstract

The Subgraph Isomorphism Problem has many applications, including bioinformatics, computer vision and graph databases. Current state-of-the-art solvers using constraints programming techniques can handle cases with up to 1000 pattern vertices and 10,000 target vertices. Symmetry breaking identifies symmetric states during the search process, and avoids searching both. Symmetry breaking techniques have shown promising results in improving the efficiency of algorithms for similar combinatorial problems; presented here are two strategies for implementing symmetry breaking for the Subgraph Isomorphism Problem.

St Andrews Research Repository (St Andrews Research Repository)
Openalex Percentile: Top 56%
Graph Theory and Algorithms
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Symmetry breaking in the subgraph isomorphism problem · St Andrews Research Repository (St Andrews Research Repository) (2024) | TGRS Research Map | TGRS