Elitism is commonly used in generational GP to ensure that the best individuals discovered in a generation are not lost, and are made available for possible further improvements to new generations. Using two GP systems and four problems, we show how elitism reduces the growth of mean program size.
Poli, R., Mcphee, F., Vanneschi, L. (2008). Elitism reduces bloat in genetic programming. In GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008 (pp.1343-1344). New York, NY : ACM Press [10.1145/1389095.1389355].
Elitism reduces bloat in genetic programming
VANNESCHI, LEONARDO
2008
Abstract
Elitism is commonly used in generational GP to ensure that the best individuals discovered in a generation are not lost, and are made available for possible further improvements to new generations. Using two GP systems and four problems, we show how elitism reduces the growth of mean program size.File in questo prodotto:
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