In this paper we present a novel coloring algorithm based on local search. We analyze its performance, and report several experimental results on DIMACS benchmark graphs. From our experiments, this algorithm looks robust, and yields a substantial speed up on previous algorithms for coloring. Our algorithm improves the best known coloring for four different DIMACS benchmark graphs: namely, Le450-25c, Le450-25d and Flat300_28_0 and Flat1000_76_0. Furthermore, we have run experiments on a simulator to get insights on its cache consciousness: from these experiments, it appears that the algorithm performs substantially less cache misses than other existing algorithms.

Caramia, M; Dell'Olmo, P; Italiano, Giuseppe Francesco. (2006). CHECKCOL: Improved local search for graph coloring. JOURNAL OF DISCRETE ALGORITHMS, (ISSN: 1570-8667), 4:2, 277-298. Doi: 10.1016/j.jda.2005.03.006.

CHECKCOL: Improved local search for graph coloring

ITALIANO G
2006

Abstract

In this paper we present a novel coloring algorithm based on local search. We analyze its performance, and report several experimental results on DIMACS benchmark graphs. From our experiments, this algorithm looks robust, and yields a substantial speed up on previous algorithms for coloring. Our algorithm improves the best known coloring for four different DIMACS benchmark graphs: namely, Le450-25c, Le450-25d and Flat300_28_0 and Flat1000_76_0. Furthermore, we have run experiments on a simulator to get insights on its cache consciousness: from these experiments, it appears that the algorithm performs substantially less cache misses than other existing algorithms.
2006
Combinatorial optimization; Graph coloring; Local search
Caramia, M; Dell'Olmo, P; Italiano, Giuseppe Francesco. (2006). CHECKCOL: Improved local search for graph coloring. JOURNAL OF DISCRETE ALGORITHMS, (ISSN: 1570-8667), 4:2, 277-298. Doi: 10.1016/j.jda.2005.03.006.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11385/199803
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