A (sub)graph isomorphism algorithm for matching large graphs

Ingegneria dei Trasporti (Italy) · University of Naples Federico II · +1 more institution

PubMed
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Abstract

We present an algorithm for graph isomorphism and subgraph isomorphism suited for dealing with large graphs. A first version of the algorithm has been presented in a previous paper, where we examined its performance for the isomorphism of small and medium size graphs. The algorithm is improved here to reduce its spatial complexity and to achieve a better performance on large graphs; its features are analyzed in detail with special reference to time and memory requirements. The results of a testing performed on a publicly available database of synthetically generated graphs and on graphs relative to a real application dealing with technical drawings are presented, confirming the effectiveness of the approach,…

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1,472
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Authors

4

Topics & keywords

Keywords
  • Subgraph isomorphism problem
  • Graph isomorphism
  • Induced subgraph isomorphism problem
  • Computer science
  • Maximal independent set
  • Cograph
  • Algorithm
  • Isomorphism (crystallography)
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