On the exact computation of the graph edit distance

Pattern Recognition Letters(2020)

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摘要
•We consolidate the state on the exact computation of GED by presenting all existing algorithms in a unified way.•We harmonise the definitions of GED employed in different research communities.•We provide a speed-up for uniform and a generalisation to non-uniform edit costs of two state of the art algorithms.•We suggest the smallest currently available IP-formulation of the problem of computing GED.•We provide the first empirical evaluation that compares all available algorithms for the exact computation of GED.
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关键词
Graph edit distance,Exact algorithms,Depth-first search,Best-first search,Integer programming
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