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A Comparison of Algorithms for Maximum Common Subgraph on Randomly Connected Graphs

Lecture notes in computer sciencePublished 1 January 2002Open access
Horst Bunke, Pasquale Foggia, Corrado Guidobaldi, Carlo Sansone, M. Vento
Citations94
SJR quartileQ2
SJR score0.35
SNIP0.55
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TL;DR

Two exact algorithms for maximum common subgraph detection are described and a database containing randomly connected pairs of graphs, having a maximum common graph of at least two nodes, is presented, and the performance of the two algorithms is evaluated.

Abstract

A graph g is called a maximum common subgraph of two graphs, g 1 and g 2, if there exists no other common subgraph of g 1 and g 2 that has more nodes than g. For the maximum common subgraph problem, exact and inexact algorithms are known from the literature. Nevertheless, until now no effort has been done for characterizing their performance. In this paper, two exact algorithms for maximum common subgraph detection are described. Moreover a database containing randomly connected pairs of graphs, having a maximum common graph of at least two nodes, is presented, and the performance of the two algorithms is evaluated on this database.

Keywords

Computer Science