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Article

Improved initial vertex ordering for exact maximum clique search

Applied Intelligence. 2016. Vol. 45. No. 3. P. 868-880.
San Segundo P., Lopez A., Mikhail Batsyn, Alexey Nikolaev, Pardalos P. M.

This paper describes a new initial vertex ordering procedure NEW_SORT designed to enhance approximate-colour exact algorithms for the maximum clique problem (MCP). NEW_SORT considers two different vertex orderings: degree and colour-based. The degree-based vertex ordering describes an improvement over a well-known vertex ordering used by exact solvers. Moreover, colour-based vertex orderings for the MCP have been traditionally considered suboptimal with respect to degree-based ones. NEW SORT chooses the “best” of the two orderings according to a new evaluation function. The reported experiments on graphs taken from public datasets show that a leading exact solver using NEW_SORT —and further enhanced with a strong initial solution— can improve its performance very significantly (sometimes even exponentially).