A Dynamically Turbo-Charged Greedy Heuristic for Graph Coloring

December 29, 2018 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Faisal N. Abu-Khzam, Bachir M. Chahine arXiv ID 1812.11254 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DM Citations 0 Venue arXiv.org Last Checked 5 months ago
Abstract
We introduce a dynamic version of the graph coloring problem and prove its fixed-parameter tractability with respect to the edit-parameter. This is used to present a {\em turbo-charged} heuristic for the problem that works by combining the turbo-charging technique with other standard heuristic tools, including greedy coloring. The recently introduced turbo-charging idea is further enhanced in this paper by introducing a dynamic version of the so called {\em moment of regret} and {\em rollback points}. Experiments comparing our turbo-charging algorithm to other heuristics demonstrate its effectiveness. Our algorithm often produced results that were either exact or better than all the other available heuristics.
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