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Study of some properties of neutral binary representations

2012Artigo científico Acesso restrito
http://hdl.handle.net/10400.1/6943
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Resumo(s)

This paper analyzes some of the properties of binary neutral representations considered in the literature, using families of neutral binary representations NNg (l, k) based on the mathematical formulation of error control codes. The performance of an (1 + 1)_ES modeled using Markov chains is used to verify that the representations of NNg (l, k) with better performance in NK(N, K) fitness landscapes with adjacent neighborhood do not exhibit extreme values of any of the properties commonly considered in the literature of evolutionary computation.

Descrição

Palavras-chave

Evolutionary algorithms Redundant binary representations Neutrality Uniformity Connectivity Synonymity Locality Topology NK fitness landscapes

URI

http://hdl.handle.net/10400.1/6943

Contexto Educativo

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Editora

Information Systems and Technologies, Universidad Politécnica de Madrid (UPM) y Asociación Ibérica de Sistemas & Tecnologias de Información (AISTI)

Coleções

ESG2-Artigos (em revistas ou actas indexadas)

Licença CC