The influence of population size in geometric semantic GP

Abstract

In this work, we study the influence of the population size on the learning ability of Geometric Semantic Genetic Programming for the task of symbolic regression. A large set of experiments, considering different population size values on different regression problems, has been performed. Results show that, on real-life problems, having small populations… (More)
DOI: 10.1016/j.swevo.2016.05.004

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