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Evolution of control with learning classifier systems

In this paper we describe the application of a learning classifier system (LCS) variant known as the eXtended classifier system (XCS) to evolve a set of ‘control rules’ for a number of Boolean network instances. We show that (1) it is possible to take the system to an attractor, from any given state...

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Detalles Bibliográficos
Autores principales: Karlsen, Matthew R., Moschoyiannis, Sotiris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6214302/
https://www.ncbi.nlm.nih.gov/pubmed/30839802
http://dx.doi.org/10.1007/s41109-018-0088-x