Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.1/946
Título: Developing redundant binary representations for genetic search
Autor: Fonseca, C. M.
Correia, Marisol B.
Data: 2005
Editora: IEEE
Citação: Fonseca, C.M.; Correia, M.B. Developing Redundant Binary Representations for Genetic Search, Trabalho apresentado em 2005 IEEE Congress on Evolutionary Computation, In 2005 IEEE Congress on Evolutionary Computation, Edinburgh, Scotland, UK, 2005.
Resumo: This paper considers the development of redundant representations for evolutionary computation. Two new families of redundant binary representations are proposed in the context of a simple mutationselection evolutionary model. The first is a family of linear encodings in which the connectivity of the search space may be designed directly via a decoding matrix. The second is a family of representations exhibiting various degrees of neutrality, and is constructed using mathematical tools from error-control coding theory. The study of these representations provides additional insight into the properties of redundant encodings, such as synonymity, locality, and connectivity, and into their interrelationships.
Peer review: yes
URI: http://hdl.handle.net/10400.1/946
ISSN: 0-7803-9363-5
Aparece nas colecções:FCT2-Artigos (em revistas ou actas indexadas)
ESG2-Artigos (em revistas ou actas indexadas)

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