elitist selection

elitist selection

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elitist selection

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Elitist selection is a selection strategy where a limited number of individuals with the best fitness values are chosen to pass to the next generation, avoiding the crossover and mutation operators.  Elitism prevents the random destruction by crossover or mutation operators of individuals with good genetics.  The number of elite individuals should not be too high, otherwise the population will tend to degenerate.