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Titlebook: Genetic Programming Theory and Practice VIII; Rick Riolo,Trent McConaghy,Ekaterina Vladislavleva Book 2011 Springer Science+Business Media

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Evolutionary Art Using Summed Multi-Objective Ranks, distribution measurements requires 3 features to be satisfactory simultaneously. Sum of ranks scoring typically results in images that score better on the majority of features, and are therefore arguably more visually pleasing. Although the ranked sum strategy was originally inspired by highly dime
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https://doi.org/10.1007/978-3-531-93192-0ctions are such that users are likely to face either reward functions that are very expensive to evaluate or functions that are very deceptive. Addressing this might well imply that domain knowledge is explicitly used to decompose the task to avoid these challenges. This would augment the described
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https://doi.org/10.1007/978-3-531-92042-9noise - suggesting that the hierarchical approach is less subject to over-fitting than voting techniques. The results also suggest that there are specific problems and features of problems that make thembetter suited for different training algorithms and different cooperation mechanisms.
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https://doi.org/10.1007/978-3-8349-6541-7 given as well. The application benefits of the proposed approach are illustrated with a real industrial application in one of the broadest empirical modeling areas in manufacturing - robust inferential sensors. The chapter contributes to increasing the awareness of the potential of GP in statistica
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Aufgaben zur Regressionsanalyse,tistical expert knowledge. We anticipate that biological expert knowledge, such as genetic regulatory or protein-protein interaction maps, will provide complementary information, and further improve the ability of CES to model the genetic architectures of common human disease. The goal of this study
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