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Time and Individual Duration in Genetic Programming

This paper presents a new way of measuring complexity in variable-size-chromosome-based evolutionary algorithms. Dealing with complexity is particularly useful when considering bloat in Genetic Programming. Instead of analyzing size growth, we focus on the time required for individuals’ fitness eval...

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Detalles Bibliográficos
Autores principales: Fernandez de Vega, Francisco, Olague, Gustavo, Lanza, Daniel, Chavez de la O, Francisco, Banzhaf, Wolfgang, Goodman, Erik, Menendez-Clavijo, Jose, Martinez, Axel
Lenguaje:eng
Publicado: 2020
Materias:
Acceso en línea:https://dx.doi.org/10.1109/access.2020.2975753
http://cds.cern.ch/record/2759040