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    Chapter and Conference Paper

    A Statistical Learning Perspective of Genetic Programming

    This paper proposes a theoretical analysis of Genetic Programming (GP) from the perspective of statistical learning theory, a well grounded mathematical toolbox for machine learning. By computing the Vapnik-Ch...

    Nur Merve Amil, Nicolas Bredeche, Christian Gagné, Sylvain Gelly… in Genetic Programming (2009)

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    Chapter and Conference Paper

    Blindbuilder: A New Encoding to Evolve Lego-Like Structures

    This paper introduces a new representation for assemblies of small Lego®-like elements: structures are indirectly encoded as construction plans. This representation shows some interesting properties such as hiera...

    Alexandre Devert, Nicolas Bredeche, Marc Schoenauer in Genetic Programming (2006)