Combinatorial algorithms for the maximum k‐plex problem

Combinatorial algorithms for the maximum k‐plex problem

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Article ID: iaor2012236
Volume: 23
Issue: 1
Start Page Number: 29
End Page Number: 49
Publication Date: Jan 2012
Journal: Journal of Combinatorial Optimization
Authors: ,
Keywords: combinatorial optimization, programming: integer
Abstract:

The maximum clique problem provides a classic framework for detecting cohesive subgraphs. However, this approach can fail to detect much of the cohesive structure in a graph. To address this issue, Seidman and Foster introduced k‐plexes as a degree‐based clique relaxation. More recently, Balasundaram et al. formulated the maximum k‐plex problem as an integer program and designed a branch‐and‐cut algorithm. This paper derives a new upper bound on the cardinality of k‐plexes and adapts combinatorial clique algorithms to find maximum k‐plexes.

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