Evolving genetic programming classifiers with novelty search

作者: Enrique Naredo , Leonardo Trujillo , Pierrick Legrand , Sara Silva , Luis Muñoz

DOI: 10.1016/J.INS.2016.06.044

关键词: Multivariate random variableNoveltyMeasure (mathematics)Genetic programmingMachine learningEvolutionary roboticsArtificial intelligenceProbabilistic logicComputer science

摘要: … Finally, OS evolves smaller trees than most methods on two problems, Liver C1C2 and Fertility C1C2. It seems that this result may be correlated with the slow convergence of the search …

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