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GAME: Genetic Algorithms with Marginalised Ensembles for model-independent reconstruction of cosmological quantities

Peronaci, Matteo et al.
arXiv (All) · Papers
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cosmology-and-nongalactic-astrophysics
Genetic Algorithms (GA) are a powerful tool for stochastic optimisation and non-parametric symbolic regression, already widely used in cosmology. They are capable of reconstructing analytical functions directly from data points without introducing new physical models. A limitation of this approach i
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