Titlebook: Genetic Programming; 14th European Confer Sara Silva,James A. Foster,Mario Giacobini Conference proceedings 2011 Springer Berlin Heidelberg

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ReNCoDe: A Regulatory Network Computational Deviceh processes of inheritance and of development, and some researchers advocate the need to explore computationally this new understanding. One of the outcomes was the Artificial Gene Regulatory (ARN) model, first proposed by Wolfgang Banzhaf. In this paper, we use this model as representation for a co

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How Far Is It from Here to There? A Distance That Is Coherent with GP Operatorswhich is . with, i.e. related to, the action of a particular operator. We present the first formal, general definition of this operator-distance coherence. We also propose a new distance function, based on the multi-step transition probability (MSTP), that is coherent with any GP operator for which

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Evolution of a Brain-Computer Interface Mouse via Genetic Programmingstems, which analyse electroencephalographic signals and directly transform them into pointer movements, almost from scratch, the only input provided by us in the process being the set of visual stimuli to be used to generate recognisable brain activity. Experimental results with our GP approach are

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Operator Self-adaptation in Genetic Programmingorithms: adaptive rate selection out-performs non-adaptive methods, and among adaptive methods, adaptive pursuit out-performs probability matching. Adaptive pursuit combined with a reward policy that rewards the overall fitness change in the elite worked best of the strategies tested, though not uni

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https://doi.org/10.1007/978-3-642-20407-4brain-computer interfaces; evolutionary programming; genetic algorithms; modeling; statistical methods; a