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A Study of Redundancy and Neutrality in Evolutionary Optimization

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Resumo(s)

Some authors consider that evolutionary search may be positively influenced by the use of redundant representations, whereas others note that the addition of random redundancy to a representation could be useless in optimization. Given this lack of consensus, two new families of redundant binary representations are developed in this paper.

Descrição

Palavras-chave

Evolutionary algorithms Redundant binary representations Neutrality Error control codes NK fitness landscapes

Contexto Educativo

Citação

Correia, Marisol B.A Study of Redundancy and Neutrality in Evolutionary Optimization, Evolutionary Computation, 21, 3, 413-443, 2013.

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