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An immune algorithm with stochastic aging and kullback entropy for the chromatic number problem
Authors:Vincenzo Cutello  Giuseppe Nicosia  Mario Pavone
Affiliation:(1) Department of Mathematics and Computer Science, University of Catania, V.le A. Doria 6, 95125 Catania, Italy
Abstract:We present a new Immune Algorithm, IMMALG, that incorporates a Stochastic Aging operator and a simple local search procedure to improve the overall performances in tackling the chromatic number problem (CNP) instances. We characterize the algorithm and set its parameters in terms of Kullback Entropy. Experiments will show that the IA we propose is very competitive with the state-of-art evolutionary algorithms.
Keywords:Immune Algorithm  Information Gain  Graph coloring problem  Chromatic number problem  Combinatorial optimization
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