Titlebook: Genetic Programming; 26th European Confer Gisele Pappa,Mario Giacobini,Zdenek Vasicek Conference proceedings 2023 The Editor(s) (if applica

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Using FPGA Devices to Accelerate Tree-Based Genetic Programming: A Preliminary Exploration with Receces, which is motivated by the fact that FPGAs can sometimes leverage larger amounts of data/function parallelism, as well as better energy efficiency, when compared to general-purpose CPU/GPU systems. In our preliminary study, we introduce a fixed-depth, tree-based architecture capable of evaluatin

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Memetic Semantic Genetic Programming for Symbolic Regressioninto a population-based process, semantic-based algorithms allow one to improve them locally to achieve a desired output. Hence, combining memetic and semantic enables us to (a) enhance the exploration and exploitation features of genetic programming (GP) and (b) discover short symbolic expressions

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https://doi.org/10.1007/978-3-476-04267-5he proposed method, the experimental phase compares it against well-known diversity maintenance methods over well-known benchmarks. Experimental results clearly demonstrate the suitability of the proposed self-adaptive approach and the possibility of applying it to different types of crossover and EAs.

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