Title :
A New Implicit Branching Strategy for Exact Maximum Clique
Author :
Segundo, Pablo San ; Tapia, Cristóbal
Author_Institution :
Intell. Control Group, UPM, Madrid, Spain
Abstract :
We present a new implicit branching strategy for maximum clique. The new strategy is based in Konj and Janečič´s improvement over reference MCR algorithm. It uses a fixed initial non increasing degree vertex ordering at every step of the search, to obtain tighter bounds than MCR on average. We show that the new branching strategy integrates nicely with a natural bit model for the domain. This allows for efficient bound computing using bit masking operations, so that overall improvement in performance is achieved. We present empirical validation over structured and random graphs.
Keywords :
computational complexity; graph colouring; tree searching; Konj Janecic improvement; bit masking operation; bound computing; exact maximum clique; implicit branching strategy; random graph; search strategy; vertex coloring; Algorithm design and analysis; Approximation algorithms; Benchmark testing; Color; Encoding; Image color analysis; Upper bound; branch and bound; coloring; exact search; maximum clique;
Conference_Titel :
Tools with Artificial Intelligence (ICTAI), 2010 22nd IEEE International Conference on
Conference_Location :
Arras
Print_ISBN :
978-1-4244-8817-9
DOI :
10.1109/ICTAI.2010.58