Titlebook: Genetic Programming Theory and Practice XVII; Wolfgang Banzhaf,Erik Goodman,Bill Worzel Book 2020 Springer Nature Switzerland AG 2020 Gene

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über die Theorie des Ferromagnetismusablished a new world record for the 20-line sorting network with 91 comparators. In the real-world problem of stock trading, it discovers solutions that generalize significantly better on unseen data. Composite Novelty Pulsation is therefore a promising approach to solving deceptive real-world probl

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https://doi.org/10.1007/978-3-662-26472-0ented with indexed memory using a probabilistic formulation of a write operation (defines long and short term memory) and an indexed read. Moreover, the register information specific to the programs co-operating within a program is used to provide the low dimensional encoding of state. We demonstrat

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Characterizing the Effects of Random Subsampling on Lexicase Selection, where many distinct test cases must all be passed. Previous work has shown that random subsampling techniques can improve lexicase selection’s problem-solving success; here, we investigate .. We test two types of random subsampling lexicase variants: down-sampled lexicase, which uses a random subse

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It Is Time for New Perspectives on How to Fight Bloat in GP,ll sequential approaches dominate the landscape, available multi-core, many-core and distributed systems will make users and researchers to more frequently deploy parallel version of the algorithms. In such a scenario, new possibilities arise regarding the time saved when parallel evaluation of indi