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Maximum Margin Decision Surfaces for Increased Generalisation in Evolutionary Decision Tree Learningralisation of genetically-induced classification trees, which employ linear discriminants as the partitioning function at each internal node. Genetic Programming is employed to search the space of oblique decision trees. At the end of the evolutionary run, a (1+1) Evolution Strategy is used to geome
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发表于 2025-3-23 07:33:07
A Peer-to-Peer Approach to Genetic Programmingtralized in order to take full-advantage of a massively parallel Peer-to-Peer infrastructure. In this context, GP is particularly demanding due to its high requirements of computational power. To assess the viability of the approach, the .model has been empirically analyzed in a simulated Peer-to-Pe