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abstract: "This paper formulates a necessary and sufficient condition for a generic graph matching problem to be equivalent to the maximum vertex and edge weight clique problem in a derived association graph. The consequences of this results are threefold: first, the condition is general enough to cover a broad range of practical graph matching problems; second, a proof to establish equivalence between graph matching and clique search reduces to showing that a given graph matching problem satisfies the proposed condition;\r\nand third, the result sets the scene for generic continuous solutions for a broad range of graph matching problems. To illustrate the mathematical framework, we apply it to a number of graph matching problems, including the problem of determining the graph edit distance."
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creators_id:
- jbj@cs.tu-berlin.de
creators_name:
- family: Jain
given: Brijnesh
honourific: ''
lineage: ''
date: 2009-12-15
date_type: published
datestamp: 2009-12-19 11:47:59
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dir: disk0/00/00/67/51
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eprint_status: archive
eprintid: 6751
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full_text_status: public
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keywords: 'graph matching, maximum weight clique problem'
lastmod: 2011-03-11 08:57:34
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metadata_visibility: show
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reportno: ~
rev_number: 21
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status_changed: 2009-12-19 11:47:59
subjects:
- comp-sci-art-intel
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title: A Necessary and Sufficient Condition for Graph Matching to be equivalent to Clique Search
type: preprint
userid: 9653
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