Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.1/902
Título: How redundancy and neutrality may affect evolution on NK fitness
Autor: Correia, Marisol B.
Fonseca, C. M.
Palavras-chave: Evolutionary Computation
Redundant representations
Neutrality
Error control codes
NK fitness landscapes
Data: 2007
Citação: 2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS Book Series: IEEE Congress on Evolutionary Computation Pages: 2842-2849 DOI: 10.1109/CEC.2007.4424832 Published: 2007
Resumo: An experimental study was performed to determine whether it is neutrality itself or the larger neighborhoods associated with neutral representations that allow good results to be achieved on NK fitness landscape problems. Markov chains were used to model a stochastic hill climber on NK fitness landscapes, using three types of representation: a neutral network representation, a redundant representation without neutrality which exhibits the same neighborhood of the neutral representation and a non-redundant representation.
Peer review: yes
URI: http://hdl.handle.net/10400.1/902
ISBN: 978-1-4244-1339-3
Versão do Editor: http://dx.doi.org/10.1109/CEC.2007.4424832
Aparece nas colecções:ESG2-Artigos (em revistas ou actas indexadas)

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