精英主义，健康和成长

Proceedings of the 11th Annual conference on Genetic and evolutionary computation Pub Date : 2009-07-08 DOI:10.1145/1569901.1570199

Gerardo Gonzalez, Dean Frederick Hougen

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引用次数: 0

摘要

当进化允许染色体生长时，肿胀就会发生。最近有研究表明，精英主义可以抑制臃肿。在这里，我们研究了成长、精英主义和健康景观之间的相互作用。我们的研究结果表明，在某些情况下，精英主义既不限制生长，也不增加适合度积累的速度，而当精英主义确实限制生长时，它可能会完全阻碍搜索。

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Elitism, fitness, and growth

Bloat may occur when evolution allows chromosome growth. Recently it has been shown that elitism can inhibit bloat. Here we study interactions between growth, elitism, and fitness landscapes. Our results show that in some cases elitism neither constrains growth nor increases the rate of fitness accumulation, and when elitism does constrain growth it may stall the search completely.

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Proceedings of the 11th Annual conference on Genetic and evolutionary computation

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