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Controlling Individuals Growth in Semantic Genetic Programming through Elitist Replacement

In 2012, Moraglio and coauthors introduced new genetic operators for Genetic Programming, called geometric semantic genetic operators. They have the very interesting advantage of inducing a unimodal error surface for any supervised learning problem. At the same time, they have the important drawback...

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Bibliografiske detaljer
Udgivet i:Comput Intell Neurosci
Main Authors: Castelli, Mauro, Vanneschi, Leonardo, Popovič, Aleš
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi Publishing Corporation 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4707023/
https://ncbi.nlm.nih.gov/pubmed/27057158
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/8326760
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