9-11 December 2024
Instituto de Ciencias Físicas
America/Mexico_City timezone
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Contribution

Applying Genetic Programming on the interpretation of cosmological observations.

Speakers

  • Mr. Mario Atzin NATAREN ELIZALDE

Primary authors

Co-authors

Description

The aim of this work is to introduce genetic programming as an auxiliary tool for cosmological data analysis. By using a symbolic regressor, mathematical expressions are generated to describe a set of data, whether synthetic or observational, without assuming any specific prior model. This technique allows for the comparison of established cosmological models and provides a more lucid understanding of the data when there is no clear precedent in its behavior.