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arxiv: 1005.3390 · v1 · submitted 2010-05-19 · 💻 cs.NE · cond-mat.stat-mech

Critical control of a genetic algorithm

classification 💻 cs.NE cond-mat.stat-mech
keywords algorithmcontrolcriticalgeneticcomingconjecturedexistenceheuristic
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Based on speculations coming from statistical mechanics and the conjectured existence of critical states, I propose a simple heuristic in order to control the mutation probability and the population size of a genetic algorithm.

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