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    Chapter and Conference Paper

    Tutorials at PPSN 2016

    PPSN 2016 hosts a total number of 16 tutorials covering a broad range of current research in evolutionary computation. The tutorials range from introductory to advanced and specialized but can all be attended ...

    Carola Doerr, Nicolas Bredeche, Enrique Alba… in Parallel Problem Solving from Nature – PPS… (2016)

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    Chapter and Conference Paper

    Environment-Driven Embodied Evolution in a Population of Autonomous Agents

    This paper is concerned with a fixed-size population of autonomous agents facing unknown, possibly changing, environments. The motivation is to design an embodied evolutionary algorithm that can cope with the ...

    Nicolas Bredeche, Jean-Marc Montanier in Parallel Problem Solving from Nature, PPSN XI (2010)

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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)