9-11 December 2024
Instituto de Ciencias Físicas
America/Mexico_City timezone
- secacademica@icf.unam.mx
- 7773291772
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Contribution
Applying Genetic Programming on the interpretation of cosmological observations.
Speakers
- Mr. Mario Atzin NATAREN ELIZALDE
Primary authors
Co-authors
- Dr. Jose Alberto VAZQUEZ GONZALEZ (Instituto de Ciencias Fisicas)
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.