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Improving HybrID: How to best combine indirect and direct encoding in evolutionary algorithms

Many challenging engineering problems are regular, meaning solutions to one part of a problem can be reused to solve other parts. Evolutionary algorithms with indirect encoding perform better on regular problems because they reuse genomic information to create regular phenotypes. However, on problem...

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Detalles Bibliográficos
Autores principales: Helms, Lucas, Clune, Jeff
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5363933/
https://www.ncbi.nlm.nih.gov/pubmed/28334002
http://dx.doi.org/10.1371/journal.pone.0174635

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