Symmetry breaking in the subgraph isomorphism problem

Joseph Patrick Loughney*, Ruth Hoffmann

*Corresponding author for this work

Research output: Contribution to conferencePaperpeer-review

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.
Original languageEnglish
Pages1-9
Number of pages9
Publication statusPublished - 2 Sept 2024
EventCP Doctoral Programme - Girona, Girona, Spain
Duration: 2 Sept 20242 Sept 2024
https://cp2024.a4cp.org/doctoral_program.html

Other

OtherCP Doctoral Programme
Abbreviated titleCP DP
Country/TerritorySpain
CityGirona
Period2/09/242/09/24
Internet address

Keywords

  • Graph algorithms
  • Constraints programming
  • Symmetry breaking
  • Artificial intelligence

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