A (sub)graph isomorphism algorithm for matching large graphs
Ingegneria dei Trasporti (Italy) · University of Naples Federico II · +1 more institution
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,…
Citation impact
- FWCI
- 9.94
- Percentile
- 100%
- References
- 20
Authors
4Topics & keywords
- Subgraph isomorphism problem
- Graph isomorphism
- Induced subgraph isomorphism problem
- Computer science
- Maximal independent set
- Cograph
- Algorithm
- Isomorphism (crystallography)